๐ Noida, India
๐ B.Tech , NIT Jamshedpur (2021โ2025)
๐ฌ Data Science | ML | AI
Iโm a passionate Data Scientist and Machine Learning Engineer, specializing in turning complex data into actionable insights. Iโve designed and deployed AI applications spanning PDF analysis, audio transcription, generative AI, and time-series visualization.
I thrive on solving challenging problems, continuously learning, and building production-grade ML systems.
- Built a Streamlit dashboard for real-time sensor data analysis (50+ streams) using Plotly ๐ง
- Created a PDFโQA tool using pdf2image + OpenRouter Gemini/Qwen, enabling multimodal document Q&A
- Developed a real-time FastAPI + OpenAI Whisper transcription system with <5โฏs response time
- Developed a PDF-QA conversational chatbot using LangChain, HuggingFace, and FAISS
- **B.Tech (Hons.) ** โ NIT Jamshedpur
- ๐ฅ Runner-up, CSV Matrix (ACC, NIT Jamshedpur)
- ๐ฅ 2nd Runner-up, Case Master (BITS Pilani)
- ๐ National Rank 9/1144, Critter Crusade (IIMโB)
- ๐ฅ National Rank 24/1221, Reโinventโin (IIMโB)
- ๐ฅ Gold medalist ร3, International Mathematics Olympiad (Zonal level)
- ๐ฏ Gen. Secretary, Analytics & Consulting Club, NIT Jamshedpur
- ๐ฃ Content Head, EโCELL; Event Head, NSS, NIT Jamshedpur
| Category | Languages / Tools |
|---|---|
| Languages | Python, SQL |
| ML / AI | scikitโlearn, PyTorch, LangChain, HuggingFace |
| Web Frameworks | FastAPI, Streamlit |
| Data | Pandas, NumPy, SQLite, Plotly |
| Tools | FAISS, OpenRouter API |
- Holiday Package Prediction โ Gradient Boost Classifier achieving 90.3% accuracy on 4,888 records
- Credit Scoring & Segmentation โ Credit-worthiness algorithm + KโMeans clustering
- Algerian Forest Fire Prediction โ Ridge Regression model with MAE ~0.564, Rยฒ = 98.4% :contentReference[oaicite:1]{index=1}
(๐ Check out the live demos and GitHub repos in my Projects section.)
- ๐ง Email: [email protected]
- ๐ Site: shourya-codes.me
- ๐งฉ GitHub: @shoraaz
โContinuous learning & data-driven impact.โ