B.Tech Computer Science student at VIT Bhopal University (CGPA: 8.82). Strong foundation in Data Structures & Algorithms, actively expanding my learning across Machine Learning engineering and automation by implementing projects in real-time.
- Languages: C++, Python, Java, SQL, HTML, CSS
- Machine Learning & Analytics: Scikit-Learn, Pandas, NumPy, XGBoost, Prophet, OpenCV, Matplotlib, Seaborn
- Cloud & ServiceNow: ServiceNow ITSM, CMDB, ATF, Business Rules, Oracle Cloud Infrastructure (OCI Generative AI Certified)
- Frameworks & Tools: Streamlit, Flask, Git, GitHub, Jupyter Notebook,Google Collab
A 6-week quantitative finance pipeline predicting short-term (next-day) stock price movements on NSE/BSE.
- Pipeline Architecture: Modular
src/directory structure handling real-time data ingestion (yfinance), technical indicator feature engineering, and CLI/Streamlit UI execution. - Leakage-Free ML Modeling: Implemented strict chronological train-test splits with
StandardScalerfitted on training data only andXGBClassifierevaluated via Walk-ForwardTimeSeriesSplit. - Vectorized Backtesting Engine: Built a realistic strategy validator featuring shift-lagged execution (
shift(1)), Buy-and-Hold benchmark analysis, Sharpe Ratio calculation, and Max Drawdown metrics.
Interactive time-series forecasting web dashboard.
- Optimized API latency by 40% using
@st.cache_datacaching across 1,000+ yfinance requests[cite: 1]. - Decomposed weekly/yearly seasonality using Meta's Prophet algorithm for precision forecasting.
Command-line application leveraging C++ file streams and multithreading[cite: 1].
- Built custom
std::ofstreamserializing system for Markdown export and robust input validation state resets (std::cin).
- LeetCode 100-Day Badge (2026): Continuous 100-day daily problem-solving streak (200+ problems solved).
- Oracle Certified Professional: Cloud Infrastructure 2025 Generative AI Professional.
- IIT Kharagpur (NPTEL): Marketing Analytics (Elite + Gold - 90%) | Cloud Computing (Elite - 70%).
- HackerRank: Verified Professional Skills in Problem Solving & Python[cite: 1].