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Nagendra-071/README.md

Hi there, I'm Nagendra Singh πŸ‘‹

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.


πŸ›  Tech Stack

  • 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

πŸ“Œ Featured Work

πŸ“ˆ Quant Machine Learning Stock Predictor

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 StandardScaler fitted on training data only and XGBClassifier evaluated via Walk-Forward TimeSeriesSplit.
  • 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.

πŸ“Š Stock Price Prediction Tool (Prophet)

Interactive time-series forecasting web dashboard.

  • Optimized API latency by 40% using @st.cache_data caching across 1,000+ yfinance requests[cite: 1].
  • Decomposed weekly/yearly seasonality using Meta's Prophet algorithm for precision forecasting.

πŸ’» C++ CLI Resume Builder & Markdown Exporter

Command-line application leveraging C++ file streams and multithreading[cite: 1].

  • Built custom std::ofstream serializing system for Markdown export and robust input validation state resets (std::cin).

πŸ† Certifications & Achievements

  • 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].

πŸ“« Connect With Me

Gmail LinkedIn LeetCode Codolio

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