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INEEDTHATGT3/README.md

Hi, I'm Sambhav 👋

B.Tech student at HBTU Kanpur building software and machine-learning systems in Python and C++. I like taking a project all the way — from raw, messy data and pipelines to models, and from an idea to a shipped cross-platform app.

🎯 Currently: seeking a Summer 2027 Software Engineering internship.

🔭 Featured Projects

  • Algorithmic Trading Signal Predictor : end-to-end ML pipeline over ~68K rows of NSE market data: multi-source ingestion (CSV/JSON/SQL/API), leakage-free feature engineering, and an ensemble model suite (SVM, Random Forest, Bagging, AdaBoost) evaluated under walk-forward cross-validation.
  • My Neural Space : full-stack, cross-platform productivity OS (Flutter + Supabase) with live Google Calendar sync and real-time multi-device state.

🛠️ Tech

Python · C++ · SQL · Dart · scikit-learn · pandas · NumPy · Flutter · Supabase · Docker · Git · Streamlit

📈 Also

  • 250+ DSA problems on LeetCode / GeeksforGeeks (Arrays, Trees, DP)
  • Kaggle Professional — Machine Learning, Time Series, Deep Learning

📫 Reach me

LinkedIn · Kaggle · jaiswaldhruv04@gmail.com

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  1. dhruv-portfolio dhruv-portfolio Public

    Founded in Civil Engineering. Refined in Data Intelligence. A hardware-aware Next.js 15 portfolio optimized for RTX 3050.

    TypeScript

  2. algorithmic-trading-signal-predictor algorithmic-trading-signal-predictor Public

    End-to-end ML pipeline that predicts high-probability trading signals from 60-minute OHLCV data across 15 NSE equities — multi-source ingestion, leakage-free feature engineering, and walk-forward-v…

    Jupyter Notebook

  3. python-learning-assignments python-learning-assignments Public

    Hands-on Generative AI and Python coursework — functions, OOP, exception handling, file I/O, and streaming, built up assignment by assignment.

    Jupyter Notebook

  4. ai-video-redub-pipeline ai-video-redub-pipeline Public

    Offline pipeline that re-dubs a video's narration and re-syncs the picture — faster-whisper STT, local LLM grammar cleanup (Ollama), XTTS/edge-tts voice synthesis, and ffmpeg freeze-frame re-timing.

    Python

  5. greekg-assistant greekg-assistant Public

    Offline, hotkey-driven Windows voice assistant — Whisper STT, local LLM (Ollama) grammar cleanup, voice app-launcher with fuzzy matching, "Hey Jarvis" wake word, and timestamped Word logging. All o…

    Python

  6. dsa-lms dsa-lms Public

    Self-paced DSA curriculum as a React SPA - 19 modules x 4 difficulty tiers (76 lessons), spaced-repetition review, timed drills, and progress analytics, all client-side.

    JavaScript