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adit24dhaya/README.md

Hi, I'm Aditya Varun Dhayapulay πŸ‘‹

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πŸš€ About Me

  • πŸŽ“ M.S. in Computer Science at California State University, Fullerton (GPA: 3.78)
  • πŸ”¬ Former AI Research Intern at DRDO – Research Centre Imarat (RCI)
  • πŸ€– Passionate about Applied AI/ML, Robotics Simulation, and intelligent software systems
  • πŸ› οΈ I enjoy turning research ideas into clean, reliable, production-minded products
  • 🎯 Open to Fall 2026 AI/ML internships; F-1 student with OPT eligibility after Dec 2026 graduation

πŸ’Ό Experience Highlight

AI Research Intern β€” DRDO, Research Centre Imarat (RCI)

Oct 2023 – Feb 2024 | Hyderabad, India

  • Improved audio anomaly detection accuracy by 40% using TensorFlow autoencoders
  • Reduced training time by 40% through CUDA-based GPU acceleration
  • Built and processed environmental sound datasets for robust model evaluation

🌟 Featured Projects

Multi-agent healthcare decision-support platform with orchestration, retrieval, risk modeling, and explainability workflows.
Tech: Python, FastAPI, Streamlit, ChromaDB, SHAP, OpenAI API, testing

AI-driven stock trading simulation using NLP sentiment and market signals.
Impact: 15% improvement in trade decision accuracy
Tech: Python, BERT, NewsAPI, yfinance

TensorFlow autoencoder pipeline for detecting anomalous fan audio from mel-spectrogram features. Impact: 40% accuracy improvement in anomaly detection workflow Tech: Python, TensorFlow, Keras, Librosa, scikit-learn

Deep learning classifier built with Inception-ResNet-V2. Impact: 90%+ accuracy, 120+ breeds, 10,000+ images Tech: Python, TensorFlow, OpenCV


πŸ› οΈ Tech Stack


Also worked with: Scikit-learn, Keras, NumPy, pandas, Matplotlib, Hugging Face, LangChain, OpenAI API, MLflow, Apache Spark, Tailwind CSS, REST APIs, GitHub Actions.

πŸ“Š GitHub Profile

GitHub profile summary GitHub stats summary GitHub language summary
GitHub streak stats

🐍 Contribution Snake (Dynamic)

github contribution snake

🧠 Currently Building

  • Multi-agent decision systems with explainability and safety-aware reasoning
  • LLM and RAG workflows from experimentation to deployable software
  • Robotics simulation pipelines for real-world automation scenarios

🎯 Open To

  • Fall 2026 AI/ML internships
  • ML Engineer / AI Engineer / LLM Engineer roles
  • F-1 student; OPT eligible after Dec 2026 graduation
  • Collaborations in applied AI and intelligent systems


βœ… Repository Automation

  • Weekly automated link validation for README.md
  • Pull request and push checks for README link health
  • Dependabot updates for GitHub Actions dependencies

Pinned Loading

  1. healthcare-agent-system healthcare-agent-system Public

    Multi-agent healthcare decision-support system with RAG, risk prediction, SHAP explainability, FastAPI, and Streamlit.

    Python

  2. Stock-Sentiment-Trading-with-News-Analysis Stock-Sentiment-Trading-with-News-Analysis Public

    NLP-driven trading simulation that combines news sentiment and market signals for stock decision support.

    Python

  3. audio_anomaly audio_anomaly Public

    TensorFlow autoencoder for industrial fan audio anomaly detection using mel-spectrogram reconstruction error.

    Jupyter Notebook

  4. Dog_Breed_Classification Dog_Breed_Classification Public

    a dog breed classification project using deep learning with Keras

    Jupyter Notebook

  5. CSUF-Advising-System CSUF-Advising-System Public

    Python

  6. portfolio portfolio Public

    My portfolio.

    JavaScript