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I will build custom machine learning models and scalable web apps
Eric G
About this gig
Transform your data into an intelligent, production-ready product
Are you looking to integrate powerful Machine Learning into a sleek, responsive web app? I am a Software Engineer specializing in building end-to-end AI solutions that are not only accurate but also highly scalable and user-friendly.
I don't just deliver a script in a notebook I build functional ecosystems
What I bring to your project:
- Custom Machine Learning: Supervised/Unsupervised Learning, NLP, and Predictive Modeling using Tensorflow, PyTorch, and Scikit-Learn
- Scalable Web Integration: I build fast, reactive frontends and robust APIs to host your models
- Data Engineering: Designing efficient database schemas and cloud storage to handle large-scale data
- High Performance: Optimized code for low-latency predictions and seamless user experiences
My Workflow:
- Data Analysis & Preprocessing: Ensuring your data is clean and ready for training
- Model Selection & Training: Identifying the best algorithm for your specific problem
- Frontend/Backend Development: Building the application layer
- Integration & Testing: Deploying the model into the app and ensuring reliability
Let's turn your vision into an intelligent reality.
Get to know Eric G
Eric G
Engineering Intelligent Systems
- FromKenya
- Member sinceNov 2025
- Avg. response time1 hour
Languages
English
Engineering Intelligence: Building Scalable Data Pipelines & High-Performance Full-Stack Applications.
I am an IT Professional specializing in bridging the gap between raw data and functional software. Whether you need an end-to-end web platform or a custom machine learning model integrated into your workflow, I build robust, data-driven solutions designed to scale.
FAQ
Do I need to provide the dataset, or will you source it?
Ideally, you should provide the dataset (CSV, SQL dump, or API access). However, if you don't have one, I can help with data collection using web scraping or open-source datasets for an additional fee. Please message me to discuss your data requirements before placing an order.
Which technologies do you use for the web application part?
: I specialize in modern, high-performance stacks. For the frontend, I use Vue 3 (Composition API) or React. For the backend and ML integration, I use Flask or FastAPI. This ensures your application is fast, reactive, and easily scalable.
Can you integrate the ML model into my existing website?
Yes! I can develop the ML logic and provide a RESTful API (built with Flask) that your current website can communicate with. I can also assist with the frontend integration to ensure the model's outputs are displayed correctly on your existing platform.
Will the application be able to handle a large number of users?
Absolutely. I focus on Data Engineering best practices, including database optimization (PostgreSQL/MongoDB) and cloud storage integration (AWS S3). I design the architecture to be scalable so your app remains performant as your user base or data volume grows.
What happens if the model's accuracy is lower than expected?
Machine Learning is an iterative process. I start with a baseline model and perform feature engineering and hyperparameter tuning to maximize performance. If the initial results aren't meeting your KPIs, we can discuss "Premium" fine-tuning or sourcing additional data to improve the model's predicti
