Python append column to fileproiecte

I need a Python Selenium application that can scrape blog posts from Site A and post them on Site B. Key Requirements: - The Python app should be built using Selenium for web scraping and automation. - It should be able to extract blog posts from Site A, specifically. - The extracted data must be posted on an existing blog section of Site B. Ideal Skills & Experience: - Proficient in Python, with experience in building web scrapers. - Strong knowledge of Selenium for web automation. - Previous experience with data extraction and manipulation. - Understanding of web protocols and site structures. - Familiarity with blog post formatting and publishing is a plus.

I'm looking for a Python expert to help me create a new Python script for data analysis purposes. The primary goal of the script will be to analyze a dataset that I already possess. The script should be able to handle large amounts of data efficiently, allowing for insightful analysis and visualization. The key requirements include: - Writing new code from scratch - Prior experience in data analysis using Python - Proficiency in Python libraries such as Pandas, NumPy, and Matplotlib If you have a solid background in data analysis and Python, and are able to create efficient, clean, and well-documented code, I'd like to hear from you. Here are details- I have to create a simulation that will find...

I'm looking for an Android developer to enhance my app to support zip and rar files. The functionality should include: - Support for both zip and rar files - Support for both password-protected and standard files - Ability for users to extract files - Ability for users to view file contents The ideal candidate should have experience in Android app development, specifically dealing with file handling and storage. Knowledge of third-party libraries for handling zip and rar files is a plus. The developer should also be comfortable with implementing password protection mechanisms. Please note that the app is already built, so the task would primarily involve adding the requested functionality.

...headphones, good internet (so we can have high quality meetings). ESSENTIAL - DO NOT IGNORE THIS! Your skills • Experienced with Excel and Excel VBA coding to professional standards • Good conversational Technical English • Touch typing (we do live meeting notes) • Python OO coding experience would be good Your Technical Knowledge and experience • VBA sufficient so that you can develop (or source and enhance) • Create a professional app/plugin • Create coding standards including trialling GITHUB integration • Laying out elegant formatting of the sheet • JSON data access library (including CRUD, parse/stream, search etc etc) • “Areas” library to create formated spaces within Excel Sheets (formating, i...

Hello; I need to generate a new set of websites (.EUs), integrated/generated them with an already active set with a lot of basic content (basic analysis, from set .ITs); Objective: digital sale of GREEN RIGHTS, starting in the EU and BRICS area; with option to generate some apps to upload NFT/DeFi (Solidity/ERC721) to specifics cryptocurrency markets; I think of a good system and its subsequent easy management; a lot of material needs to be reorganized, offered in English, with a sober and professional style, similar on every website, with the option of being available in every language (Wordpress); the basic contents and plan in matrix at the bottom in (first column general info, each others column basic contents on specific websites/pat...

I'm looking to integrate Optical Character Recognition (OCR) into my web application. The primary goal is to automate data entry processes. The current application contains manual data entry. I am attaching a screenshot of how it is entered manually and a picture of the paper from which it is typed. OCR should be done automatically. We can take pictures with a mobile phone in a few seconds so that everything is finished. The application is in spring boot and angular. The database is mysql. Functionality for Taking Photos Using HTML5 and JavaScript, you can use an input element with the type file and the attribute accept="image/*" to allow users to take pictures of documents directly from the browser on a mobile device. Uploading the Ima...

I'm looking to create a stock market prediction tool that could help me identify profitable investment opportunities. The primary data source for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in crea...

I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, specifically automated tasks. The upgrades will involve: - Analysing and understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can...

...for a skilled developer to help integrate the DropzoneJS library into my project in full. I have integrated demo vesrion only. The primary goal is to improve the user experience by allowing for drag and drop functionality for file uploads. Key Requirements: - Implementation of drag and drop functionality using DropzoneJS - Ensuring DropzoneJS supports multiple file uploads at once - Do not need integration within the existing project structure. PHP Upload script working just fine. - Adherence to best practices for user interface design and user experience Ideal Skills and Experience: - Proficiency in JavaScript and relevant libraries, particularly DropzoneJS - Proven experience with front-end development and UI/UX design - Ability to integrat...

We are seeking a skilled AI and Machine Learning Engineer and Software Developer to develop and train machine learning models for chatbot functionalities, integrate AI components, and implement NLP techniques. Additionally, I'm looking for a talented Software Developer proficient in Python, Java, JavaScript, and C#, who has experience in chatbot development, both Front-End and Back-End Development, and API Integration. Ideal Skills: - Proficiency in Python, Java, JavaScript, and C# - Experience in Front-End and Back-End Development - Familiarity with Dialogflow and Microsoft Bot Framework - Strong knowledge in AI, Machine Learning, and NLP - Previous experience in chatbot development Roles and Responsibilities: - Develop and train machine learning mode...

Data Entry Project - I am looking for a freelancer...assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time project with the pote...

We are seeking a Flask (Python) developer to set up a dashboard for our project using the following template: Please provide a quote for this job and an estimated timeline for completion. Objectives: We need a small application to facilitate user onboarding for our messaging bot. The dashboard will manage new user onboarding and offer basic administrative features. Dashboard Pages: • /signup • /signin • /forgot-password • /reset-password o Authentication logic with two roles: user and admin o Forget / Reset password logic required • /home o Accessible to logged-in users only o Displays bot updates and useful links o Updates data retrieved from the database • /profile o Accessible to logged-in users only o Contains a user pro...

...a skilled Senior Python Developer to assist with a project that involves a blend of web scraping and data analysis, with a focus on the following tasks: - Extracting data from multiple websites - Automating data extraction and parsing - Analyzing and visualizing scraped data The ideal candidate should have: - Proficiency in Python, with a strong understanding of AI and Machine Learning - Hands-on experience with web scraping, particularly working with diverse data sources - Ability to automate data extraction and processing efficiently - Adept at data analysis, with the ability to visualize and interpret data Although I haven't specified any particular tools or libraries, your familiarity with tools like BeautifulSoup, Scrapy and Selenium would ...

In this project, I'm searching for an experienced Python Developer who exhibits strong proficiency in web scraping, artificial intelligence, and machine learning. Key Responsibilities: - Utilize your expertise in Python, specifically focusing on AI-related tasks. - Web scraping will also be a significant part of the project, though details on the targeted data type are yet to be defined. Ideal Skillset: - Extensive experience with Python - High proficiency with AI and machine learning algorithms - Proven record of successful web scraping projects Please include samples of relevant Python, AI, or web scraping projects you've completed as part of your bid. I look forward to collaborating on this project.

I am in need of a UVM Python expert to assist with my project. Key tasks will involve: - Scripting to build UVM components from templates - Automation using Python, requiring a candidate with strong programming and automation skills. The ideal freelancer for this project will have expert-level experience with UVM Python, particularly in designing a verification environment. Demonstrated proficiency in creating sequences and sequence items, as well as implementing coverage and assertions, will also be highly favorable. I am looking for a freelancer who can efficiently troubleshoot, debug and optimize code for performance improvements. Understanding my project requirements, applying your expertise to solve the tasks at hand and delivering high-qual...

...collect product information on cars that are equipped with the technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1　Background】 This technology pertains to a system that utilizes mobile devices in vehicles. Specifically, it combines a smart key system with Ultra-Wideband (UWB) wireless communication to authenticate the mobile device with the vehicle and precisely detect the location of the device. Based on this location, the system determines whether to allow or deny vehicle operations. This aims to enhance security and service quality. However, since UWB communication uses ...

...engineer who is proficient in Odoo and Python to help me build a robust CRM system. The project calls for a quick turnaround - I need it to be completed ASAP. Key Features: - Sales Pipeline Management: The system should help me track my sales process from lead generation to conversion. - Customer Interaction Tracking: I want to record all interactions with my customers, including emails, calls, and meetings. - Integrated Email Marketing: The CRM should have seamless integration with my email marketing tools so I can easily communicate with my customers. - Scheduling: I need the system to have scheduling capabilities to help me manage my time effectively. Primary Goals: - Improve Customer Satisfaction: The CRM should help me provide bett...

...technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1　Background】 This technology pertains to a vehicle control system designed to enable specific operations on a vehicle. Traditionally, there has been a smart system utilizing electronically authenticated keys through wireless communication with the vehicle. However, a new method using sound authentication with a device worn on the user's ear has been proposed. While this device offers a novel way to authenticate with the vehicle, using standard communication protocols allows authentication from a distance, which could lead ...

I need a Python script that will help automate various tasks. Key tasks for this automation include: - File Management: the script should enable the organized handling of Word documents and Excel spreadsheets. - Data Entry: automation for data entry tasks. - Email Sending: automation for sending emails. The ideal candidate for this job should have: - Strong experience with Python scripting and automation. - Understanding of file management concepts and libraries in Python. - Ability to implement automated data entry and email sending functionalities. Looking forward to finding a professional who can deliver efficient, clean code for this project.

I am looking for experienced mobile app developers to create a unique app with robust e-commerce capabilities. While I have no specific preference for a coding language, your skill in Python, JavaScript, or PHP should be commendable. Key Requirements: - Versatile in coding, with proficiency in Python, JavaScript or PHP - Prior experience in developing mobile applications - Extensive knowledge in integrating E-commerce functionalities The main objective of this project is to bring forth a user-friendly and efficient mobile application. Your role would be pivotal in achieving this, and ample experience in this field would be preferred. Please submit your bid with an outline of your proposed plan and relevant portfolio showcasing your skills in mobile app devel...

Payment for AE file modifications

PDF File converted to MS WORD File more than 300 pages Need ASAP

...Technical Writer to support me in documenting the methodology and results/conclusions of my Python code in deep learning, focusing on Natural Language Processing. Ideal Skills and Experience: - Proficiency in deep learning and specifically in Natural Language Processing - Strong technical writing skills, with a background in documenting methodologies and results in the field - Ability to understand and interpret Python code in the context of NLP - Experience in conducting evaluations and drawing conclusions from NLP projects The main objective of the Python code is not specified, but the writer will need to make sure the documentation is comprehensive and covers the methodology used, the results achieved, and the conclusions drawn. The success...

I'm looking for someone experienced in running projects from GitHub repositories "" to assist me in setting up and running the demo-k6-operator project on my Mac machine. Your guidance should help me to understand how this project works, which is my primary goal. Key requirements: - Expertise in running and configuring projects from GitHub repositories on Mac machines - Solid understanding of the demo-k6-operator project - Ability to provide clear, detailed instructions and guidance for running the project on my machine - Patience and willingness to explain concepts to help me understand the project better The specific challenge we may face is that I'm using a Mac CPU that is NOT Intel, so experience with this kind of

I'm seeking a talented developer with a solid understanding of Excel VBA and Python to develop a system that generates and runs Python code via a manual button within Excel. The Python code generated should have the capability to work with financial data specifically. Linguistic proficiency in Excel VBA and Python is required; knowledge in XLwings or a similar tool would be a significant advantage.

I'm seeking a knowledgeable expert to create an algorithmic trading strategy for stocks. The algorithm should be designed and optimized specifically for day trading. Ideal skills and experience needed: - Extensive knowledge and experience in designing algorithmic trading strategies - In-depth understanding of the stock market dynamics - Prior work experience with moderate-risk trading strategies - Strong problem-solving skills and ability to think algorithmically - Proficiency in a programming language typically used for designing trading algorithms, such as Python, C#.

I'm looking for a Python developer to help me set up a VONAGE API to send SMS messages. Key Project Details: - The main functionality I need is to set up the ability to send SMS messages. - The application should be efficient, reliable, and easy to use. - I'm not yet sure if I need two-way communication or if the application will need to support sending messages to multiple countries. Skills and Experience: - Strong experience working with VONAGE API is a must. - Proficiency in Python, with a focus on SMS messaging. - Ability to create a reliable and user-friendly application. - Familiarity with creating two-way communication systems and international messaging support would be an advantage. If you're...

I am seeking 6 developers with a well-rounded set of skills...using React, Back-end development using Django, Mobile app development using Angular or React Native. - Able to code in JavaScript, Python, and Java. The project will involve a blend of tasks that encompass different languages and frameworks, so an understanding of each is crucial. Ideal Skills and Experience: - Extensive experience in Front-end, Back-end, and Mobile app development. - Proficiency in JavaScript, Python, and Java. - Familiarity and expertise in working with React, Angular, Django. - Strong problem-solving skills. - Excellent communication and teamwork abilities. Please include in your bid projects you've worked on that showcase these specific skills. Looking forward to findin...

...cybersecurity area: Improve our app (URL Risk assessment) Improve our app (Domain Typosquatting) Improve our project (Darknet Monitoring) Create an app "hackerview" for passive attack surfave enumeration Create an app for detecting spoofed social media profiles Create an app to scrape ransomware threat actor website and maitain stats about those sites Improve an existing app to monitor paste sites Mininmal Tech Experience: MERN, REST API (JWT), Django, Python, Github, CI/CD, Celery, Redis, Linux, Postgress, Kubernetes, Docker, Nginx, JS, HTML5, Protocols (DNS, SMTP, SSL, HTTP..).Detailed app specifications will be shared at a later stage. |---------------------------------------------------------------------------------------------| | --> No agenc...

Hello, I need mapping a CSV that contains many information and put all words in each column

I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.

I'm looking for a talented Full Stack Developer to connect a frontend to a ChatGPT-enabled backend for an education-focused application. Your primary responsibilities will include: - Frontend Development: - I'd like the frontend to be developed using JavaScript, Python, and HTML/CSS. The design should be a blend of modern and minimalistic along with colorful and vibrant elements. - The UX/UI should be intuitive, professional, and engaging for users. - Backend Development: - The backend should feature ChatGPT for comprehensive handling of educational documentation and reports. - Key backend functionalities should include: - User authentication and authorization: Implement a robust system that ensures secure and personalized acces...

I am seeking a skilled Machine Learning expert to develop an innovative horse racing predictor. The ideal model will analyze historical data and current horse performance statistics, including weather conditions, to predict race outcomes with high accuracy. Additionally, it should suggest profitable betting strategies based on its predictions. Key Requirements: - Develop a machine learning model that can predict horse racing outcomes. - Utilize historical data, horse performance statistics, and weather conditions. - Suggest betting strategies that have proven to be successful. - Fully integrate the model into Discord. Programming Skills: - Proficiency in Python is a must for implementing the machine learning model. Experience: - Prior experience in developing...

The aim of the project is to create a nodeJS program that will retrieve an xls file from an email inbox in order to geocode the addresses present in the file via the Google Maps API and insert the geographic coordinates into an SQL table. You can follow these steps: 1. Retrieve the xls file from the mailbox - cron every hour 2. Normalize the xls file for integration into a MySQL table 3. Configure access to SQL database from JavaScript. 4. Insert data into table via SQL query 5. Retrieve addresses to be geocoded from the SQL table. 6. Use Google Maps API to geocode each address. 7. Insert the geographical coordinates (latitude and longitude) in the SQL table. Each line in the xls file corresponds to a deliver...

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Estou em busca de um desenvolvedor Python experiente para um projeto que envolve a integração do WhatsApp com o ChatGPT da OpenAI. O objetivo é criar um bot que permita comunicações fluidas e traduções em tempo real entre inglês e português, utilizando as APIs do Twilio e OpenAI. Responsabilidades: Integrar a API do WhatsApp via Twilio com a API do ChatGPT. Implementar funcionalidades de tradução e correção de texto em tempo real. Requisitos: Experiência prévia com as APIs do Twilio e OpenAI será considerada uma vantagem. Capacidade de escrever código limpo e bem documentado. Excelente habilidade de resolver problemas e de comunicação.

i need someone who is a cs graduate , have knowledge with algorithm subject , and someone who did alot of project , i need someone to help me with the project the dead line of this project is at 22 may .

I'm looking for a skilled Python programmer with experience in data analysis and route optimization. The main goal of the project is to create a method to develop a route optimization system for navigating between various locations. Key Tasks: - Create a method for data analysis - Develop a route optimization system The route optimization system should focus on finding the shortest path between the multiple stops. Ideal Skills: - Proficiency in Python - Strong background in data analysis - Experience in developing route optimization systems, especially focusing on the shortest path - Familiarity with tools and libraries used in data processing and route optimization - Excellent problem-solving skills I'm looking for someone who can take ownership...

...múltiples canales, incluyendo voz, texto y gestos, para ofrecer una experiencia de usuario versátil y accesible. Análisis de Datos: Se implementará un sistema de análisis de datos para recopilar y analizar la información sobre las interacciones de los usuarios, con el fin de mejorar continuamente la precisión y la eficacia del asistente virtual. Tecnologías Utilizadas: Lenguajes de Programación: Python, JavaScript, entre otros según las necesidades del proyecto. Frameworks de Desarrollo: TensorFlow, PyTorch, Dialogflow, entre otros. Tecnologías de Procesamiento del Lenguaje Natural (NLP) y Reconocimiento de Voz. Herramientas de Desarrollo de Interfaces de Usuario (ui/ux). Objetivos del Proyect...

Jazba AI looking for Fullstack developer/AI developers/Blockchain developers who can build me a cutting-edge Web3 marketplace, integrated with AI capabilities, to cater for a broad spectrum of users. Key Skills & Experience: - Proficiency in Python, Angular.JS, , and experience in Machine Learning and AI. - Knowledge of Blockchain technologies like Solana and Ethereum. - Experience with Smart contract integration, Decentralized storage, and Tokenization of assets. - Ability to implement Generative AI and integrate with ChatGPT 4.0. - Proficiency in Third-Party Integrations like CRM, Lead Generation, Social Media, and Slack. - Previous experience with Android and iOS integration will be beneficial. The marketplace should be designed with the following features: - ...

...need assistance with scraping data from a website and delivering it in an Excel file. The specifics of the project are as follows: I am looking for a person who will conduct scraping sessions for our business on a regular basis. Desired skills are knowledge of screen-scraper software, sql, Someone with Python knowledge will be better. Willing to follow instructions. Not cramped up with other jobs or other side hustles. Need to have solid internet connection. Expected work takes 5-10 hours per week, once fully trained. Must be responsible. Able to accept PayPal. - The source of the data is a website. This means the freelancer needs to have experience in web scraping. - The data should be delivered in an Excel file. Proficiency in hand...

...professional to assist me in setting up a Local Area Network (LAN) with the primary purpose of facilitating easy file sharing among a small number of devices, specifically less than 10. Key requirements: - Establish a Local Area Network: The main goal of the project is to set up a local network that ensures a seamless connection among the devices for file sharing purpose. - Secure File Sharing: The network should be configured in a way that file sharing is secure and only accessible to the authorized devices. - Minimal Device Connectivity: As the network is intended for a small group of less than 10 devices, the setup should be simple and efficient without compromising security. Ideal Skills: - Networking Expertise: A deep understanding...

...a skilled software developer to build a robust Voice Call Live Speech to Speech Translation Platform. This platform will enable real-time voice translation during calls, facilitating seamless communication between speakers of different languages. The ideal candidate will have experience in speech processing, real-time communication systems, and cloud services. Responsibilities: - Design and develop a high-performance backend system for real-time audio processing and translation. - Integrate speech recognition and translation APIs from leading providers. - Implement a scalable real-time communication architecture to support voice calls. - Ensure data privacy and security compliance in voice transmission and storage. - Work closely with UX/UI designers to...

Python and Angular Developers Needed for Small-Scale Project Skills Required: - Proficiency in Python and Angular - Knowledge of Python frameworks such as FastAPI - Experience in front-end development using Angular - Strong understanding of HTML, CSS, and JavaScript Project Scope: - The project is a small-scale application development - It involves creating a web application using Python and Angular - The application will have basic functionality and features Timeline: - The project does not have a specific deadline - The developer can work at their own pace and availability Requirements: - Must have prior experience in Python and Angular development - Ability to work independently and deliver high-quality code - Good communication skills and a...

...pycalphad, a Python library, to calculate tip velocity and the radius of the tip using Ivantsov equations. Specifically, the task involves: - Writing Python code in line with a model system I will provide details on. - Working with data that needs to be collected, since I have none pre-existing. While I expect you to have an innate ability to adapt and figure out where and how to source the required data, I am willing to provide assistance as needed. Ideal skills and experience for this job: - Proficient in using Python, specifically the pycalphad library. - Experience with Ivantsov equations and knowledge on tip velocity/radius calculations. - Proven experience in data gathering, particularly for scientific or mathematica...

I'm looking for a skilled developer to create a rock paper scissors game on a Raspberry Pi. The outcome should be displayed on an LED. The following are the key requirements for this project: - **LED Display Design:** I don't have a specific design in mind for the LED display, so I'm open to creative suggestions. It would be great if the design can enhance the user experience and make the game more engaging. - **Programming Language:** I'd prefer the game to be developed using Python. Please ensure you're proficient with Python and can create a smooth and efficient game. - **Control Mechanism:** I'll need the game to be controlled via a web interface that's accessible through a network. This is essential for user...

I'm looking to develop an algo trading platform similar to , specifically tailored for the Indian and US stock market for options and futures with indicator based and price action analysis and strategies formation. T he platform should be equipped with the following features: - Real-time Market Data Analysis: The platform should be able to gather, process, and interpret real-time data from the Indian and US stock and Forex markets. - Trading Strategy Backtesting: Users should be able to test their trading strategies against historical data to assess their effectiveness. - Automated Trading Execution: The platform should allow users to automate the execution of their trading strategies, facilitating efficient and timely trading. The pla...

Seeking a seasoned and versatile full stack developer who can double up as a graphic designer for a series of ongoing web design projects. The ideal candidate should be able to adopt a minimalistic, modern design style. Key Responsibilities: - Develop and maintain a range of informational/content-based websites - Implement responsive web designs that ensure optimal user experience across all devices Ideal Skills & Experience: - Proven experience as a full stack developer - Strong background in web development, including HTML/CSS, JavaScript and Python - Proficiency in graphic design tools such as Adobe Creative Suite - A keen eye for design and aesthetics, particularly in minimalistic, modern styles - Prior experience with informational/content-based websites is a plus

Hello, I have my Python/Django site hosted on PythonAnywhere and it's facing a NET::ERR_CERT_DATE_INVALID issue. Website : I would appreciate someone help to troubleshoot this issue and fix the NET::ERR_CERT_DATE_INVALID error, ensuring that the SSL/TLS certificate is correctly set up. - Website troubleshooting and error resolution - SSL/TLS certificate configuration. Thanks in advance !

I am looking for someone with expertise in Python and API integration, who can help me with this initial phase of development. Key requirements: - Experience with Python: The integration should be done using Python, so experience with this language is a must. - API Integration: You need to be comfortable working with APIs and handling requests and responses. - Proof of Concept: The end result should be a working POC that demonstrates the successful integration of the Gemini API for species identification. Ideal skills and experience for the job: - Proficiency in Python - Experience with API integrations - Knowledge of gemini API or similar APIs would be a plus This project is a crucial step in our research and data collection efforts related to ...