CS undergrad at AKTU specialising in Data Science, building at the intersection of software engineering, machine learning, and autonomous AI systems.
Currently focused on two things: MAIRA — an agent that audits ML research codebases for reproducibility gaps — and a Deep RL simulation environment for multi-agent aerial combat.
- 🔭 Working on —
MAIRAandDRL Aerial Combat Sim - 🌱 Learning — LLM fine-tuning, agentic frameworks, production ML deployment
- 💬 Ask me about — Python, scikit-learn, Deep RL, NLP pipelines
- 📫 Reach me — pratap742006@gmail.com
- ⚡ Open to — SWE · ML Engineering · AI Agent internships
| Project | Description | Stack | Status |
|---|---|---|---|
| MAIRA | AI agent that audits ML codebases — surfaces missing ablations, baseline gaps, unreported hyperparameters | Python · NLP · Static Analysis · OOP | Active |
| DRL Aerial Combat | Custom OpenAI Gym multi-agent RL environment for autonomous aerial combat from scratch | Python · OpenAI Gym · PPO · Deep RL | Active |
| SentinelAI | Real-time fake news detection — TF-IDF + cosine similarity + HuggingFace zero-shot classification | Python · HuggingFace · Streamlit · REST API | Shipped |
| Mental Health Predictor | End-to-end supervised ML pipeline with SMOTE, benchmarked across LR / RF / GBM | Python · scikit-learn · Pandas · NumPy | Shipped |
| Flood Prediction | Disaster risk prediction with ETL pipeline + geospatial Streamlit dashboard — Smart India Hackathon | Python · scikit-learn · Streamlit · ETL | Shipped |
Languages
ML / AI
Tools & Deployment
2025 ⚡ MAIRA — ML Research Automation Agent [IN PROGRESS]
2025 ⚡ DRL Aerial Combat Simulation — Multi-Agent PPO [IN PROGRESS]
2025 ✓ Galgotias Creator Hackathon — SentinelAI [SHIPPED]
2024 ✓ Smart India Hackathon (SIH) — Flood Prediction [SHIPPED]
2024 ✓ Kaggle — Intro to Machine Learning [CERTIFIED]
2024 ✓ IIT Hyderabad — Neural Intelligence & CNNs [CERTIFIED]
2024 ✓ Enrolled — B.Tech CSE Data Science @ AKTU [STARTED]
