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# Hi 👋, I'm Rohit Mannur
**AI & Data Science Enthusiast | Building intelligent systems that learn from data 🚀**


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## 💭 About Me
I'm a passionate AI & Data Science practitioner focused on turning messy data into reliable models and actionable insights. I enjoy working on end-to-end ML systems — from data collection and feature engineering to modeling, deployment, and observability.
- 🔭 Currently exploring: LLMs, RAG pipelines, and MLOps
- 🎯 Goal: Build production-ready AI solutions that solve real business problems
- 📍 Location: Bengaluru, India
- 📫 Reach me: rohitmannur007@gmail.com
## 🤝 Connect
[](https://www.linkedin.com/in/rohit-mannur/) [](mailto:rohitmannur007@gmail.com)
## 🧰 Languages & Tools
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## 📘 Featured Projects
(Click each project to explore — pin the ones you want to highlight on your GitHub profile.)
| Project | Description | Tech Stack | Repo |
|---------|-------------|------------|------|
| **Predictive Maintenance — NASA CMAPSS** | Predict Remaining Useful Life (RUL) using feature engineering, sequence models, and evaluation with RMSE/score metric. | Python, PyTorch, Pandas, Scikit-learn | [](https://github.com/rohitmannur007/predictive-maintenance) |
| **Drug Activity Prediction (PyTorch)** | Deep learning pipeline for molecular activity prediction using PyTorch and chemical feature encodings. | PyTorch, NumPy, TensorFlow | [](https://github.com/rohitmannur007/drug-activity-prediction) |
| **Walmart Store Sales Forecasting** | Time-series forecasting with feature engineering, cross-validation, and ensemble modeling. | Pandas, Scikit-learn, SQL | [](https://github.com/rohitmannur007/walmart-recruiting-store-sales-forecasting) |
| **Algo-Trading System (RSI + MA Crossover)** | Automated trading bot with strategy logic, backtesting, and optional ML signal integration. | Python, Pandas, Flask | [](https://github.com/rohitmannur007/algo-trading-system) |
| **Global Zoonotic Spillover Early-Warning (WIP)** | Ambitious multi-modal project aimed at early detection using ecological & health signals. | PyTorch, Docker, MongoDB | (Add link when ready) |
## 🏆 Achievements & Certifications
- Data Science & GenAI certification — [Boston Institute of Analytics](https://bostoninstituteofanalytics.org/)
- Cleared HackerRank test for Junior Data Scientist at AB InBev
- Built end-to-end ML projects (time-series forecasting, deep learning, RAG/LLM prototypes)
## 📈 GitHub Stats
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