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Predictive AI for MODIS Fire Hotspots

$15-25 USD / hour

Închis
Data postării: circa 2 luni în urmă

$15-25 USD / hour

Here’s what I need for a Python-based machine learning model: - Utilize my database of 20 years’ worth of daily MODIS fire hotspots to predict outbreak locations and timestamps for the coming 7 days. - Use a Random Forest approach in modeling. - Include an evaluation of humidity levels in the prediction process. - I do not need the model to forecast the intensity of the fire hotspots. To achieve this, the appropriate bidder should possess: - Proficiency in Python, specifically Random Forest libraries like SciKit-Learn. - A strong background in inferential statistics and machine learning. - Experience in analyzing geographical database and meteorological variables. - Excellent predictive modeling skills, particularly in forest fires or a similarly relevant topic. I look forward to collaborating with the right expertise to create this timely model.
ID-ul proiectului: 37789212

Despre proiect

50 propuneri
Proiect la distanță
Activ: 22 zile în urmă

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50 freelanceri plasează o ofertă medie de $22 USD/oră pentru proiect
Avatarul utilizatorului
I am Python machine learning developer and have excellent experience in predictive modeling and inferential statistics specially in forest fires. I can utilize your 20 years' worth of daily MODIS fire hotspots to predict outbreak locations for the coming 7 days using a Random Forest approach. I will include an evaluation of humidity levels in the prediction process as per your requirements.
$25 USD în 40 zile
5,0 (168 recenzii)
7,7
7,7
Avatarul utilizatorului
Hi Good evening , I have read the brief details on your job listing . I see you have been looking for someone experienced with Machine Learning (ML), Data Mining, Statistical Analysis, Statistics and Python. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
$25 USD în 25 zile
4,9 (15 recenzii)
6,9
6,9
Avatarul utilizatorului
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$20 USD în 40 zile
5,0 (46 recenzii)
6,8
6,8
Avatarul utilizatorului
I am ready to start working on the Predictive AI for MODIS Fire Hotspots project. Drawing from my experience in developing automated trading solutions, retail point of sale systems, and inventory management systems, I have the skills necessary to create a Python-based machine learning model that utilizes your database of 20 years’ worth of data. My expertise includes developing AI solutions, real-time tracking, and analytics systems, as showcased in projects like POS/Real-Time Inventory tracking/Sales Reporting and Analytics/AI/Customer Support/Mobile Payments Integration on my Sales Control demo platform. I have also delved into cryptocurrency and forex trading solutions, creating trading bots, risk management algorithms, and strategies using talib and TradingView's pinescript. Additionally, my experience in integrating trading signals on platforms like Binance and Bybit, as demonstrated in projects like CrypTops and the Bybit Trading Bot integrated with TradingView Webhook Alerts, aligns perfectly with the requirements for your project. You can explore my automation software portfolio on GitHub for a comprehensive overview of my work over the past 8 years. With a proven track record in developing scalable, well-designed, and interactive web platforms, I am confident in my ability to deliver a predictive AI model for MODIS Fire Hotspots that meets your specifications. I look forward to collaborating on this project and leveraging my expertise to create a successful solution.
$25 USD în 5 zile
5,0 (45 recenzii)
6,4
6,4
Avatarul utilizatorului
Hi there! I have read what you exactly need, however I would like to ask you a few questions. I do have good experience with Data Mining, Machine Learning (ML), Statistical Analysis, Python and Statistics. Please feel free to ping me anytime so we can have a detailed discussion. If I can deliver I will deliver in best possible way. Thanks My portfolio: https://www.freelancer.com/u/AITSoft
$25 USD în 31 zile
5,0 (39 recenzii)
6,3
6,3
Avatarul utilizatorului
With an extensive background in data science, machine learning, and Python programming, I am primed to fulfill your specific needs for the Predictive AI for MODIS Fire Hotspots project. My expertise in using libraries such as SciKit-Learn make me well-suited to employ the Random Forest approach you require. Additionally, my experience in analyzing geographical databases and meteorological variables will enable me to incorporate the evaluation of humidity levels into the predictive process seamlessly. Over the years, I and my team have built a reputation for delivering exceptional results that exceed our clients' expectations, aligning closely with your desire for a tailor-made solution. Importantly, we deeply understand the critical nature of this project given its potential impact on public safety. Our commitment to detailed and accurate work underpinned by strong inferential statistics skills is precisely what is needed here.
$20 USD în 40 zile
4,7 (29 recenzii)
5,6
5,6
Avatarul utilizatorului
Hi, I hope you’re doing well! I’m interested in the job you posted. Based on my experience as Senior Software Engineer, I believe I could be a good fit. Are you open to a quick chat to discuss the details? I’d love to discuss more about it, and share about my own qualifications. I look forward to hearing from you. Best regards,
$20 USD în 40 zile
5,0 (6 recenzii)
5,2
5,2
Avatarul utilizatorului
Hi, how are you? I read your project details and really interested in this project. I am full stack developer having a 5+ year experience doing similar jobs regarding to these skills Statistical Analysis, Machine Learning (ML), Statistics, Python and Data Mining. Please start the chat, I know exactly what u are looking I done similar many projects in past. I want to ask few questions, Please start the chat so we can have detailed discussion and finalize the timeline and budget. You can check my portfolio as well: https://www.freelancer.com/u/Sidrairfan078 Thanks! Sidra
$25 USD în 33 zile
5,0 (3 recenzii)
4,9
4,9
Avatarul utilizatorului
I will show you my recent projects related to MODIS Fire Hotspots and Random Forest libraries like SciKit-Learn then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones. I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of machine learning, artificial intelligence, image processing (GIS), network, and SEO-based web and mobile apps. We have successfully completed the projects ChatGPT, Deep Learning, Computer Vision, Natural Language Processing (NLP), Encryption Decryption, Face Detection, UML Diagram, OCR, Big Data, Data Mining, Data Analysis, Statistics, Trading, Text, Image, Multiclass Classification Using Azure ML, Tensorflow, R Programming, OpenCV, Matlab, Hadoop, Artificial Intelligence Program Using PROLOG, Robotics Software, TCP-UDP Networking Project, Cloud Computing, etc. Note: The project has QA, testing, and comments in the code, so it's easy to understand the flow of the project.
$25 USD în 40 zile
4,9 (15 recenzii)
5,2
5,2
Avatarul utilizatorului
Hi Sir, I do understand initial requirements but wanted to ask few questions, so please click on the chat button to discuss further. I have 15+ years of experience working on different programming language, so i can assure you quality of work. Look forward to hearing from you. Thanks, Muhammad Abrar
$20 USD în 40 zile
5,0 (1 recenzie)
4,8
4,8
Avatarul utilizatorului
Hi, I have +7 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
$20 USD în 40 zile
5,0 (13 recenzii)
5,0
5,0
Avatarul utilizatorului
Hi. How are you? I read your project description.. I am a AI expert with 10 years of experience including ML. I have finished many application project of AI using Python package like pytorch, tensorflow . for example, object detection, image processing, data regression/analysis/classification To complete project choice me , I will give you perfect result on time. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$15 USD în 40 zile
4,7 (8 recenzii)
4,7
4,7
Avatarul utilizatorului
Hello, Great to meet you. I am a senior data scientist with extensive experience in Python, statistics, and machine learning. I am highly interested in working on your project to develop a predictive AI model for MODIS fire hotspots. My solutions for this job include: - Building a Random Forest model to predict outbreak locations and timestamps - Incorporating humidity levels in the prediction process - Using a database of 20 years' worth of data to train and validate the model I am confident in my abilities to deliver accurate and timely results. Thank you for considering my proposal. Cheers.
$25 USD în 40 zile
5,0 (1 recenzie)
3,7
3,7
Avatarul utilizatorului
Hi, Subject: Proposal for Predictive AI for MODIS Fire Hotspots I am writing to apply for the opportunity to develop a predictive AI solution for MODIS fire hotspots within your organization. With my expertise in artificial intelligence and experience in predictive modeling, I am confident in my ability to create an accurate and efficient system for forecasting fire hotspots using MODIS data. Skills and Experience: Proficiency in machine learning and predictive modeling techniques. Strong understanding of satellite imagery analysis and remote sensing. Experience in developing AI solutions for environmental monitoring. Knowledge of MODIS data processing and analysis. Familiarity with geospatial data visualization and interpretation. Benefits: Fire Hotspot Prediction: I will develop a predictive AI model that utilizes MODIS data to forecast fire hotspots, enabling early detection and proactive fire management strategies. Real-time Monitoring: The AI solution will continuously analyze incoming MODIS data, providing real-time updates on fire hotspot locations and intensities, facilitating timely response and mitigation efforts. Accuracy and Precision: I will train the AI model using historical fire hotspot data and relevant environmental variables, ensuring accurate and precise predictions for different regions and timeframes. Sincerely,
$20 USD în 40 zile
4,4 (1 recenzie)
4,3
4,3
Avatarul utilizatorului
With my strong background in machine learning and Python development, I believe I am equipped to successfully deliver the predictive AI model you require. My past experience working with large datasets and applying advanced analytics techniques aligns perfectly with your project's aim of predicting fire outbreaks based on the MODIS hotspot database. I have utilized Random Forest approaches extensively, including those available in SciKit-Learn, and I am confident in my ability to apply this methodology effectively to forecast future hotspots for you. In particular, my expertise in inferential statistics and data mining combined with my understanding of geographical databases will ensure that the predictions provided by the model incorporate a comprehensive analysis of meteorological variables, including humidity levels as you require. As an added advantage, my experience in different domains including forest fire modeling has sharpened my ability to derive insights that can be acted upon promptly - a crucial factor when it comes to forecasting potential fire hotspots. By hiring me, you'll be gaining a dedicated professional who not only possesses the necessary skills but also values timely project completion and accuracy. Combining our efforts, we'll be able to leverage your 20-year worth of data and create an effective, efficient tool that revolutionizes fire outbreak prediction and management. Let's collaborate and make this happen!
$20 USD în 40 zile
5,0 (4 recenzii)
3,4
3,4
Avatarul utilizatorului
With over 6 years of experience in Full Stack development and a strong focus on Python, I am confident in my ability to tackle your project with utmost precision and timeliness. My proficiencies extend beyond just Rest APIs and database management. I am well-versed in Python libraries including SciKit-Learn, a crucial tool for implementing Random Forest approaches - which you specified as a requirement for this modelling project. In addition, my background in inferential statistics and machine learning aligns perfectly with the task of building a predictive AI model using 20 years' worth of daily MODIS fire hotspots. Importantly, I have also worked with geographical databases and meteorological variables, which will ensure a comprehensive approach given the evaluation of humidity levels you require. Forest fires is one area where predictive modelling has gained significant traction - having dealt with complex forest fire or similarly relevant projects before will be an edge I bring to your project. It's not just my technical skills that make me an ideal fit but also my professionalism and collaborative approach towards the team. This will ensure we communicate effectively throughout the project life-cycle towards the timely delivery of an effective, user-friendly model that meets all your specifications.
$20 USD în 40 zile
5,0 (3 recenzii)
3,2
3,2
Avatarul utilizatorului
Dear Hiring Manager, I'm Hadi, a seasoned freelancer with expertise in Python-based machine learning models, and I'm thrilled to offer my skills for your project on predicting fire hotspots using MODIS data. With a strong background in Python, statistics, and machine learning, I'm well-equipped to meet your requirements and deliver high-quality results. My experience includes developing predictive models using Python's SciKit-Learn library, particularly employing Random Forest algorithms. I've successfully worked on projects analyzing geographical databases and incorporating meteorological variables into predictive modeling processes, aligning perfectly with your project needs. In past projects, I've demonstrated proficiency in inferential statistics and predictive modeling, delivering accurate forecasts within specified timelines. Leveraging my skills, I'm confident in my ability to utilize your database of MODIS fire hotspots to predict outbreak locations and timestamps for the coming 7 days, integrating humidity levels into the prediction process as per your requirements. Could you please provide further details on any specific preferences or considerations for the model's implementation? I'm here to address any questions or concerns you may have and to ensure the successful completion of the project. Looking forward to the opportunity to collaborate and create this timely predictive model together. Best regards, Hadi
$19 USD în 50 zile
5,0 (2 recenzii)
3,0
3,0
Avatarul utilizatorului
Hi Chakrit C. It seems like you're looking for a senior engineer who can complete the project - Predictive AI for MODIS Fire Hotspots. I am writing to express my keen interest in your project since I have definitely worked on the similar projects in the past. Proven Track Record: I have a solid track record of successfully completing projects similar to yours, with positive feedback from satisfied clients. Technical Expertise: My extensive experience in IT development equips me with the skills needed to navigate the complexities of Python, Machine Learning (ML), Statistical Analysis, Data Mining and Statistics. Deadline Commitment: I understand the importance of timelines and am committed to delivering your project on schedule. With over 7 years of experience in IT development, I have successfully delivered projects similar to yours. My expertise spans a range of technologies and platforms, and I am confident in my ability to provide you with high-quality work within the specified deadline. I am eager to discuss your project further and explore how my skills align with your vision. A conversation would allow me to better understand your specific requirements and share insights on how we can achieve your goals. Best regards, Paulo
$25 USD în 34 zile
5,0 (1 recenzie)
2,6
2,6
Avatarul utilizatorului
Hello Chakrit C., I understand that you are seeking a Python-based machine learning model that can predict the locations and timestamps of fire outbreaks using a database of MODIS fire hotspots. My expertise in Python, Machine Learning, and Data Mining align perfectly with the requirements of this project. With a strong background in inferential statistics and machine learning, I am confident in my ability to utilize the Random Forest approach effectively and incorporate humidity levels into the prediction process. Additionally, my experience in analyzing geographical databases and meteorological variables will ensure accurate and reliable results. I am excited about the opportunity to work on this project and am committed to effective communication and delivering high-quality outcomes. Best regards.
$20 USD în 7 zile
5,0 (2 recenzii)
2,7
2,7
Avatarul utilizatorului
How are you? I hope this proposal finds you in good spirits and ready for some fun! I have extensive skills at Statistical Analysis, Statistics, Machine Learning (ML), Data Mining and Python We are thrilled to submit a bid proposal for the fine-tuning of the GPT-3.5. So, let's dive into the world of GPT and make it even more awesome! I am a professional AI expert with strong experience in this field with OpenAI's GPT models, ChatGPT, Bard and LLaMA. I have already developed many many GPT projects including Slack Bot, Legal Consulting Bot for some Companies suing Open AI' GPT-3.5-turbo-16k and Whisper and fine tuned models of Hugging Face. I mastered HTML, Python, Java, JavaScript, PHP and have also strong expertise in Self-driving, Object Detection/Tracking using yolov series and OpenCV and Image recognition/classification, Image generation and segmentation using deeplearning like deeplab, u2net and so on. I have checked your links very carefully, so I am confident in your work, and can fine tune GPT-3.5 with your own data. I am excited about the opportunity to contribute to your project. My passion for emerging technologies, combined with my strong technical skills, make me a valuable asset to you. Thank you for considering my application. I look forward to the opportunity to discuss how I can contribute to your success. Sincerely
$50 USD în 36 zile
5,0 (1 recenzie)
2,6
2,6

Despre client

Steagul THAILAND
Maung Chiang Mai, Thailand
4,6
10
Metoda de plată a fost confirmată
Membru din ian. 18, 2018

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