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yaadhuu/README.md
Typing SVG

 🎯  About Me

Third-year B.Tech Computer Science student at VIT-AP University (2023–2027), based in Calicut, India — CGPA 8.45. I build systems end-to-end, from embedded sensors and model training pipelines to production-ready backends and dashboards.

Currently seeking ML/AI and Software Development Engineer internship opportunities. 🚀

 💼  Experience

RoleOrganizationDuration
🤖 Machine Learning InternCompileITMar 2025 – Jun 2025
📊 Data Science InternZidio DevelopmentJun 2025 – Aug 2025
🌱 Open Source ContributorGSSOCMay 2025 – Present
  • CompileIT — ML workflows spanning data preprocessing, model integration, and backend API support; optimized pipelines for better application performance.
  • Zidio Development — Financial time-series forecasting using ARIMA, SARIMA, Prophet, LSTM & GARCH; built an interactive analytics dashboard.
  • GSSOC — Bug fixes, UI improvements, and reusable components across open-source repositories.

 🧰  Tech Stack







 🚀  Featured Projects

🌊 TrueFlood

Flood Risk Analytics & Alert System Multi-source monitoring combining sensor telemetry, weather data, and Random Forest for two-day-ahead flood-risk assessment — benchmarked against persistence and threshold baselines.

🎹 Lyra

Audio-to-MIDI Converter CNN-BiLSTM-Attention architecture over CQT spectrograms, achieving 94% precision on the OMAPS dataset.

View Repository →

🛡️ FedSentry

Federated Intrusion Detection (Capstone) Adversarially-robust, privacy-preserving network intrusion detection using FedProx federated learning, differential privacy, and Byzantine-robust aggregation.

📚 StudyMind AI

RAG-Based Study Assistant PDF study companion with four modes — Chat, Quiz, Summary, ELI5 — built on a retrieval-augmented generation pipeline.

⚙️ RULForge

Predictive Maintenance Analytics Estimates remaining useful life from industrial sensor data, with SHAP and attention-based interpretability to surface critical degradation windows.

📈 Financial Analytics Dashboard

Time-Series Forecasting Suite Interactive dashboard combining statistical and ML models (Prophet, ARIMA, SARIMA, LSTM, GARCH) for trend, seasonality, and volatility analysis with anomaly detection.

 📊  GitHub Statistics

 🏆  LeetCode Statistics

Update the username above if your LeetCode handle differs from your GitHub username.

 🎓  Certifications


 📬  Let's Connect

Open to internship opportunities, collaborations, and interesting conversations about ML systems.



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  1. ozilly ozilly Public

    Ozilly is a Netflix-style movie recommendation system built with Streamlit that provides personalized suggestions using cosine similarity, featuring genre filtering, fuzzy search, and a clean, mini…

    Python

  2. Audio-to-MIDI Audio-to-MIDI Public

    Deep Learning pipeline that converts raw piano audio (.wav) into MIDI note activations using a Convolutional Recurrent Neural Network (CRNN) trained on the OMAPS dataset. Input: .wav piano recordin…

    Jupyter Notebook