Machine intelligenceproiecte

Este vorba despre un proiect in C++/Python. Mai multe detalii in privat.

Dorim sa creeam o aplicatie pentru o sala de internet pe baza de vending machine, avem nevoie de cineva care sa realizeze partea de operator a proiectului (login,pontari, optiuni de control a pc-ului, conturi, pachete de acces la pc etc.) Mai multe detalii se v-or comunica pe chat.

Dorim sa primim oferte si eventual schite inainte pentru site-ul companiei noastre, IROSLAV INTELLIGENCE TECHNOLOGIES. Compania se ocupa cu urmatoarele activitati pentru SECTORUL PUBLIC si SECTORUL PRIVAT: - E-GUVERNARE - SIGURANTA PUBLICA - SOLUTII SOFTWARE - SISTEME SECURITATE - SMART HOME, SISTEME AUTOMATIZATE, SISTEME ALARMA SI SUPRAVEGHERE VIDEO.

Scrie articole legate de chatbots si inteligenta artificiala si devino partener/redactor permanent pentru publicatia nostra. Este vorba despre o publicatie nisata cu articole despre chatbos, inteligenta artificiala, NLP, machine learning, etc. Tematica este vasta si aveti de unde alege. Poti incepe ca Jr. Content Writer, indiferent de stil si experienta. Documentarea articolului Chiar daca subiectul articolului va este foarte familiar, este recomandat sa aveti la indemana cateva surse de incredere de informare precum articole de research,publicatii, lucrari de specialitate etc. Materialele folosite in documentarea pentru articol se vor indica la finalul articolului intr-o sectiune “Bibliografie”. Daca documentarea a fost facuta online, se vor mentiona site...

Un "vending machine" cu pizza, unde pizza se face in maxim 5 minute. Am creat acest logo pentru ca eu cred ca ar fi de folos, are culori vii, iar designul este simplist si usor de inteles.

Placa de joc pentru aparatele de tip slot machine, matematica jocurilor sa fie similara jocurilor de la EGT , design-ul sa fie de foarte buna calitate , nu ne intereseaza copierea jocurile doar schemele de plata . Asteptam oferte . Multumesc

Aparat care citeste memoria EEPROM a unui automat si care trimite detaliile la un server, centralizat. Se poate face ? Prin gprs sa se trimita semnalul.

Aparat care citeste memoria EEPROM a unui automat si care trimite detaliile la un server, centralizat. Se poate face ? Prin gprs sa se trimita semnalul.

Buna ziua, ma numesc Anca Simona Pintilie si sunt fondatorul conceptului si firmei 9PM-Running Coach. Mi-am deschis proaspat afacerea si am nevoie de vanzare pentru produsele si serviciile oferite. Ofer deci: produse deja construite - training online pe subiectele de Inteligenta Emotionala si Psihologie Cognitiva in Management Avantajele principale ale clientului sunt: - obtinerea increderii in fortele proprii - obtinerea unui KIT - pachet informational minim necesar pentru a-si schimba radical viata, in bine - exemple din viata reala si de business in care interactiunea cu stimulii, diverse decizii luate si interactiunea cu sine si cu alti oameni conduc la succesul actiunilor planificate - probleme punctuale rezolvabile: start-up-ul propriei afaceri, pierderea in greutate, ca...

Buna ziua, ma numesc Anca Simona Pintilie si sunt fondatorul conceptului si firmei 9PM-Running Coach. Mi-am deschis proaspat afacerea si am nevoie de vanzare pentru produsele si serviciile oferite. Ofer deci: produse deja construite - training online pe subiectele de Inteligenta Emotionala si Psihologie Cognitiva in Management Avantajele principale ale clientului sunt: - obtinerea increderii in fortele proprii - obtinerea unui KIT - pachet informational minim necesar pentru a-si schimba radical viata, in bine - exemple din viata reala si de business in care interactiunea cu stimulii, diverse decizii luate si interactiunea cu sine si cu alti oameni conduc la succesul actiunilor planificate - probleme punctuale rezolvabile: start-up-ul propriei afaceri, pierderea in greutate, ca...

Salut am nevoie de configurarea unui emulator android ca in acest exemplu despre ce este vorba am o aplicatie taxi care doresc o s-o rulez din emulator dar autentificarea probabil este pe baza de IMEI si altele Am instalat ubuntu 13 si team viewer pentru teste

As we delve further into the world of quilt design, our team needs a proficient quilting professional who is well-acquainted with HZZE quilting software. This task involves converting our simple vector design into a .DAT file suitable for our HZZE machine. The design has been created in Adobe Illustrator and isn’t intricate, it requires implementing straight stitching only. Your skills and experience in working with similar software and accomplishing related tasks would be pivotal to the success of this project. We look forward to seeing the design come to life.

BEFORE YOU BID - PLEASE BID YOUR FINAL PRICE AND YOUR FINAL TIMELINE - We do not have time for budget negotiations. I'm looking for someone to develop an AI machine learning app that can scan all company Office 365 emails and SharePoint files via Azure API; store the data in long-term memory of the AI; and have autogpt agents, chat gpt and custom gpts with chaacter limits that can aswer questions on company emails and documents and also alert you when you or any staff forget to respond to something important. Ideal Skills and Experience: - Strong background in machine learning and artificial intelligence - Proficient in developing applications that can integrate with Office 365 - Experience with building applications that can scan emails and files - Knowledge o...

I'm seeking an expert in Non-Intrusive Load Monitoring (NILM) and Machine Learning to help me with my primary objective - energy consumption analysis in a household. The ideal freelancer must have experience in NILM and Machine Learning techniques, with a focus on household appliances. Key Responsibilities: - Utilize NILM and Machine Learning to analyze energy consumption in a residential setting. - Provide appliance-level consumption data for thorough energy analysis. - Suggest methods to improve energy efficiency based on the generated insights. Ideal Skills and Experience: - Proven track record in NILM and Machine Learning, with a focus on appliance-level energy consumption analysis. - Strong knowledge of household appliance energy usage patterns. - Ab...

I am in need of a skilled Machine Learning Developer who can help me build a causal model. I have a specific dataset that I would like to use for building the model. This dataset is of moderate complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between these variables. Key Responsibilities: - Utilize the provided dataset to develop a causal model - Ensure that the model is capable of effectively illustrating relationships between variables - Optimize the model for performance Ideal Candidate: - Proficient in Machine Learning and Python - Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques - St...

...engaging and informative for our users. The ideal candidate will have experience in creating both static and animated graphics and a good understanding of energy management concepts. Requirements: Static Graphics: - Solar Panels - Electric Vehicles - Electric Vehicle Charging Stations - Energy Grid - Home Appliances: - Fridge - Kettle - TV - Toaster - Coffee Machine - Oven - Microwave - Dishwasher - Washing Machine - Clothes Dryer - Iron - Vacuum Cleaner - Air Conditioner - Geyser/Water Heater - Pool Pump - Smart Plug - Smart Thermostat - Bar Meters to show usage - Usage Dials - Usage Meters Animated Diagrams: - Electric Vehicle Chargers - Solar Panels - Energy Utilities/Power Lines/Power Grids - House with Rooms - Electricity Lightning...

I'm seeking an AI developer to create an AI Resume Creator. The primary focus of this project is to take a normal CV / Resume and format it into our company format. It's quite a simple process, populated some fields, removing personal details and then coping the rest of the text into our format. Ideal Skills and Experience: - Strong background in AI and Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and refining the algorithm to optimi...

I'm in need of a seasoned AI developer to assist with a project that involves a variety of AI tasks. The ideal candidate should be proficient in Python and Java, with a solid understanding and experience in the following areas: - Natural Language Processing - Machine Learning - Computer Vision The project will involve a mix of training machine learning models and using pre-trained models. The output of the project will be a functional AI system that integrates these three areas seamlessly. Ideal candidates will have a deep comprehension of AI-related algorithms, excellent problem-solving skills, and an ability to work both independently and as part of a team.

I'm seeking a skilled individual to assist with a multi-machine power system dynamics analysis and control. The primary goal of this project is to optimize power flow efficiency. Key Requirements: - Proficiency in power systems dynamics and control analysis - Experience with multi-machine systems - Ability to optimize for voltage levels Your responsibilities will include: - Conducting power system dynamics analysis - Implementing control measures to optimize power flow efficiency - Focusing on voltage levels optimization Ideal candidates should have a strong background in power systems, and be able to work on a multi-machine system. This project will require a good understanding of power flow and voltage levels in order to maximize the efficiency of the system...

I am in search of a proficient individual in craf...position I aim to apply for. Key requirements: - Knowledge and understanding of the AI industry, especially machine learning - An understanding of the programming languages utilized in AI, specifically Python Ideal skills and experience: - Previous experience developing resumes for Senior-level roles in tech industries. - Proficiency in Python, ideally within the context of AI and machine learning - An understanding of the relevance and applicability of various programming languages and machine learning in the AI field could be a great advantage in writing this resume. Overall, I require a resume that candidly but effectively highlights my skills in Python programming and machine learning in the context ...

a better formated pdf for this text is attached: I'm looking for a skilled freelancer to create a series of short ebooks/scripts about artificial intelligence. Below are the project details: Content Scope: The series should consist of 15 scripts, covering topics from Beginner to Medium levels. We make no books for AI-experts. Pages: 15-25 per script You can use ChatGPT for this Writing Guidelines: You can utilize ChatGPT or similar AI tools to assist in writing the content. Ensure all content is original and not copied from other books to comply with copyright laws. Write in a conversational style, as the scripts will be converted into audiobooks. Free visual graphics are welcome but not mandatory. If you use images, ensure they are properly licensed and provide the license in...

I'm looking for a machine learning expert to create a sentiment classification model for customer reviews. The main objective of this project is to classify customer reviews into one of three categories: Positive, Negative, or Neutral. The sentiment classification model should be able to accurately and reliably analyze the sentiment of a given customer review. Key requirements include: - Data Source: The data to be analyzed will be sourced exclusively from customer reviews. - Sentiment Detail: The model should identify and categorize the sentiment of reviews into Positive, Negative, or Neutral. Ideally, you should have: - Proven experience in machine learning, particularly in sentiment analysis - A strong understanding of natural language processing and text analytic...

I am seeking a talented machine learning engineer or data scientist to create an automaton for recognising handwritten digits specifically within mathematical problems. Responsibilities: - Develop a machine learning algorithm capable of recognising handwritten digits - The primary focus will be on mathematical problems - Ensure accuracy and adaptability to various handwriting styles - Configure the algorithm to output recognized digits as digital numbers Ideal skills & experience: - Proficiency in machine learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathemat...

...com, but before I proceed, I need a thorough background check on the company and its owner. The ideal freelancer for this job should: - Have expertise in Open-source Intelligence methods - Be able to investigate and provide comprehensive information on the company's reputation, the owner's background, and the overall trustworthiness. - Have the ability to cross-check for financial fraud, legal issues, and misconduct. - Be able to cover a global perspective in their research, especially focused on the regions of United States, Europe, and Asia. Please provide details on your relevant experience with Open-source Intelligence, as well as any similar tasks you've completed in the past. Your familiarity with conducting such research on companies will be a s...

My primary goal is to create a sophisticated machine translation project that focuses on Arabic to English language conversions. This is a challenging project that requires specific skill-set and in-depth knowledge in Natural Language Processing. Features I need: - Develop a multimodal machine translation model (MMT) using visuals and text to achieve accurate translation from English to Arabic and vice versa. Ideal Freelancer should have: - Proven experience in Natural Language Processing - Strong background in Machine Translation models - Ability to select and implement the most suitable Machine Translation model or API for this project, as I am open to the best possible options. If you have the necessary skills to accomplish this task, feel free ...

I require an individual proficient in VB macro script for Mach3. This project entails recreating a Mach4 script that particularly focuses on: - Arc motio...works in mach4 fo refernece. You should be able to implement these specifications based on available documentation. Please remember that the recreated script should maintain as much fidelity to the original Mach4 script as possible. Ideal skills and experiences for the job include: - Familiarity with Mach3 and Mach4 CNC software - Expertise in creating VB macro scripts - Understanding of CNC machine operation, particularly regarding arc motion control, B/C axis, and zeroing their position - Ability to work with provided documentation for accurate script translation - Past experience in similar projects would be a significant ...

I'm looking for an expert machine software engineer who can proficiently integrate software with hardware. Key tasks: - The successful freelancer will be required to integrate software with an industrial control system and Programmable Logic Controllers (PLCs). Ideal skills and experience: - The ideal candidate will have considerable experience in machine software engineering, with a focus on software and hardware integration. - In-depth understanding and hands-on experience with industrial control systems and PLCs are crucial for this task. - Experience with programmable logic controllers (PLC) is particularly critical. We are looking to build a load bank with Canbus or another form of communication protocol that can be controlled from a single location. Software w...

I have a medium complexity Pine Script that I'm currently using for backtesting on TradingView. I would like to convert this script into Python so that I can run backtests on my local machine. This Python script should produce the same results as the Pine script on TradingView, but handle different data resolutions (1hr to 1Day data). Key Requirements: - Convert a Pine Script into Python. - Ensure the output of the Python script matches the results produced by the Pine Script on TradingView. - The Python script should be able to handle different data resolutions from 1hr to 1Day. Ideal Skills and Experience: - Prior experience in backtesting trading strategies in Python - Proficiency in Pine Script and familiarity with TradingView - Strong understanding of different data reso...

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

I'm in need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Additive exPlanations). Primary Responsibilities: - As the heart of this project involves building Machine Learning models, your role would be crucial in shaping the final product. - I am particularly interested in leveraging the Random Forest Algorithm that would be applied to structured data, encompassing numbers and categories. Essential Skills: - Proficiency in the ML Algorithm - Sound understanding of structured data - Proven experience with SHAP Your expertise will indeed be paramount to this project. As we plunge deeper into the data, your insights and guidance will undeniably lead us towards success.

I'm looking for a skilled sewing machine mechanic who specializes in Durkopp Adler 558. The main task will involve making a video of routine maintenance and operation. You should have experience with industrial sewing machines, ideally in a professional capacity. You MUST have access to a Durkopp Adler 558 in order for you to make the video. If you don't have access, please do not bid. I need a 30 minute video explaining how to use the machine, troubleshooting, fixing common problems, threading the machine, replacing basic parts, clearing jams. This video will be used to train staff using this machine at a sewing shop. So you must speak english, have a camera or good phone to video yourself explaining all the requirements above. One again, this is...

Im on a 64bit machine.. i want to bring back the resulks from HKEY_LOCAL_MACHINESoftwareMicrosoftWindowsCurrentVersionUninstall AND list the DISPLAYNAMES in a text file... BUT, this i can do, as it shows all results fine only in 64 part of the registry. I also need it to show results for 32 bit also. ive tried subsituing keys KEY_WOW64_32KEY to access the 32-bit view of the registr to access KEY_WOW64_64KEY but it doesnt show 32 results. So i need it to show both 32BIT AND 64BIT DISPLAYNAMES under HKEY_LOCAL_MACHINESoftwareMicrosoftWindowsCurrentVersionUninstall in a text file

at "" I'm seeking a professional who can provide Marketing and sales for my Cloud and Cybersecurity Architecture services Ideal Skills: - Proven experience in Cloud Infrastructure design and Cybersecurity. - Proficiency in Cyber Threat Intelligence Analysis. - Demonstrated success in developing effective Security Strategies. - Previous experience working with small organizations is a plus. Please provide relevant samples of your previous work and outline your approach to addressing our unique needs.

I'm in need of a skilled Delphi developer who can quickly generate a program that can dive into the registry of a Windows machine and extract the names of all programs listed in the "Add/Remove Programs" section. Key Requirements: - The code should be written in Delphi. - It should effectively scan the registry. - Extracted program names should be displayed in a listbox. This is a simple task, but it's important that the code is efficient and free from bugs.

We are looking for a native Estonian translator to translate our texts. Please bid only native speaker. We won't accept google, machine or AI translation.

I am in need of an AI developer who can help me with BUILDING AN APP FOR AMERICAN PROMUNCOATION TRAINING a natural language processing project specifically centered around speaker identification. Key Respon...PROMUNCOATION TRAINING a natural language processing project specifically centered around speaker identification. Key Responsibilities: - create an app with data ( speech exercises and text) - integrate AI to correct speakers in real time! I'm looking for a professional with: - Proven experience in natural language processing, particularly in speaker identification. - Strong skills in machine learning, particularly in implementing speech recognition systems. - Excellent communication skills to understand and translate my needs into a functional and user-f...

I'm seeking an expert in Python to help me with an Artificial Neural Network (ANN) i...Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previ...

I'm in need of skilled machine learning developers with experience in SpringBoot and Scala. Your primary responsibility will be: - Training and tuning a clustering model. We are planning to apply this model for customer segmentation purposes. As such, the ideal candidate should: - Have previous experience in creating clustering models. - Understand the dynamics of customer segmentation. - Be proficient in data cleaning and preprocessing. - Have experience integrating and deploying machine learning models. You should be able to translate technical requirements into effective machine learning solutions and measure the effectiveness of the model's performance.

I have project developer and just installed but i need to configure a virtual machine in order to keep confidence to install and edit for the future the backend and frontend. I have just a guide to install but is very high level guide and I'm to able to install the system. The goal of this project is: - Install on virtual machine Backend php, Fronend php and create a guide step by step to allow me to install in the future myself.

We are in the final stage of migrating an existing Django Project to a new machine in a docker compose stack. The database is already moved over. We are stuck with python dependency issues. You need to have good knowledge in - Django and Python3 - Docker, especially Compose stacks - Postgresql You will be working with a system admin who is in the middle of the migration and take over the dependency part, tmate will be used to work together. If you have read this, please add "HDJX34K" to your bid or it will be considered spam, ignored and removed. Your job: - docker compose build - have a look at the python dependency issues - try to resolve them and rebuild. - eventually adjust Django's accordingly. We want this work done now, and you must be able to start immed...

...This will enhance the user experience and provide real-time support to users. - Integration with Zapier for automation of various business tasks. - Utilization of Open AI, Machine Learning, and Deep Learning technologies to provide advanced automation and decision-making capabilities. - The web-app should be compatible with Microsoft Apps, Websites, SharePoint, and OneDrive. Ideal Skills and Experience: - Proficiency in Web Development, with a focus on building interactive and user-friendly platforms. - Experience with integrating and utilizing advanced technologies such as Chat GPT, Zapier, Open AI, and Machine Learning. - Knowledge of Microsoft ecosystem and the ability to develop applications compatible with Microsoft Apps, SharePoint, and OneDrive. - Prior ex...

I'm looking for a skilled professional to help write a research blog on Artificial Intelligence (AI) and create an accompanying infographic. Ideal Skills and Experience: - Proven track record in writing engaging blog posts related to technology, specifically AI - Excellent graphic design skills to create a visually appealing and informative infographic - Familiarity with creating content for a tech-savvy audience The blog should be well-researched, informative, engaging, and easy to understand for a tech-savvy audience. The infographic should visually represent the key insights from the blog in a concise and clear manner. Please include any relevant samples of your previous work in your bid.

Looking at implementing a hosted/private version of for multi-PDF generative AI. I'm looking to develop a state-o...looking to develop a state-of-the-art AI system that can analyze multiple PDF documents at once. Key Requirements: - The system must be able to analyze multiple documents to generate coherent and informative summaries Ideal Skills and Experience: - Proven experience in developing AI systems, particularly focused on content generation - Strong understanding of natural language processing and machine learning - Background in creating systems that can handle multi-document analysis - Previous work in generating content for professional audiences would be a plus Please feel free to reach out if you believe you have the right expertise for this project.

...applications will us above camera and upload features with GPS Location storage in sql server database. a. When employee entering attendance when on site or on tour b. When employee on leave to upload doctor certificate c. Labour attendance on site d. Material received on site e. Material issued on site f. stock counting on store, warehouse, site g. Maintenace person enters during failure of machine parts h. Vehicle driver on delivery i. Expense bills by site or travelling employees. g. Invoice / Bills received on site i. All other documents which can be given access to upload or operate our system All above web applications we already have. We will provide ERP filename, ERP Database DocumentID which your app will enter in sql server. We will read photo or file from o...

an experienced C++ or Python or Tenserflow or Java or AI (etc.) developer to create a software program for Windows. A skilled developer with expertise in creating a dynamically pixelating images (not simple machine or grid pixelation). The program should have the following functionalities: - dynamically pixelate any imported image into mathematical, non-mathematical or custom shapes in various styles with user adjustable settings and configurations - adding additional shapes into the created shapes in separate layers to create more complex outcomes - export of the pixelated images as 300dpi vectorized or rasterized files - intuitive interactivity with user friendly adjustments, selections and editing The ideal freelancer would have extensive experience in graphic programming, cre...

I'm looking for a professional who can create and execute an online survey to measure practitioners' acceptance of using artificial intelligence in educational contexts, and then analyze the results. Key Responsibilities: - Develop an online survey in line with current industry standards and best practices - Ensure the survey is engaging and encourages high completion rates - Analyze the results to draw meaningful insights - Provide a comprehensive report of the findings Ideal Skills and Experience: - Proven experience in survey design and execution - Previous work in the field of education and/or artificial intelligence - Strong analytical skills and the ability to draw actionable insights from survey data - Excellent written and communication skills - Analysis u...

I'm searching for a skilled Python developer with a solid background in machine learning and image recognition to work on a project to help me write a python code that can detect the questions on a scanned image and crop them into different images. You can use any library or package. Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available ...

I’m seeking a data science expert, who specializes in machine learning, specifically with predictive analytics. The main goal of this project is to build a robust predictive model that can handle a yet-to-be-determined type of data. However, rest assured we have labeled data ready for model training. The perfect candidate would, therefore, have a strong background in: - Data science and predictive modeling - Machine learning application - Handling different sets of data, structured or unstructured. If you possess these skills and are able to rise to the challenge, kindly submit your proposal. I look forward to crafting a smarter future with your help!

I'm looking for a skilled machine learning professional who can help me create a simple web-based dashboard for data analysis using Python. Key Requirements: - Utilize Python for data visualization - Data to be visualized is categorical - Proficient in machine learning for data analysis Ideal Skills: - Proficiency in Python for data visualization - Experience in creating dashboards for data analysis - Knowledge in machine learning for understanding the data The dashboard should be user-friendly and easy to understand, and should be hosted on a web server for easy access. Experience in similar projects would be a definite advantage.

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of