I will build an end to end machine learning pipeline from data to deployment
ML and AI Automation Engineer, LLMs, RAG, YOLO, n8n, LangChain
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Do you have raw data but no idea how to turn
it into a working AI system?
I build complete end-to-end machine learning
pipelines from raw data to deployed model
so your business can start using AI today.
What I deliver:
Data collection and preprocessing
Exploratory data analysis (EDA)
Feature engineering and selection
Model training and hyperparameter tuning
Model evaluation and performance report
REST API with FastAPI or Flask
Streamlit dashboard for predictions
Cloud deployment (AWS/Heroku/Railway)
Full documentation + source code
Real Results:
Healthcare Stroke Prediction XGBoost model,
89% accuracy, 5000+ records, Streamlit web app
delivered to client successfully.
Fruit & Vegetable Quality Inspection YOLOv8,
94% accuracy, live HuggingFace demo.
AI-Powered Insider Threat Detection System
delivered for real client, $400-$600 project.
Who this is for:
Startups needing their first AI model
Businesses with data but no ML expertise
Researchers needing production deployment
Companies replacing manual decisions with AI
Anyone needing data to deployed model fast
Tech Stack:
Python Scikit-learn XGBoost LightGBM
PyTorch TensorFlow Pandas NumPy
FastAPI Streamlit Docker AWS
