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adit24dhaya/README.md

Hi, I'm Aditya Varun Dhayapulay πŸ‘‹

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πŸš€ About Me

  • πŸŽ“ M.S. Computer Science @ California State University, Fullerton (GPA 3.78)
  • πŸ”¬ Graduate Researcher (EG-RSCA Fellow) β€” RL-enabled smart manufacturing simulation (Isaac Sim, ROS 2)
  • πŸ›‘οΈ Former AI Research Intern @ DRDO – Research Centre Imarat (RCI)
  • πŸ€– Focus: Applied AI/ML, multi-agent systems, robotics simulation, and full-stack product engineering
  • 🌐 Portfolio: github.com/adit24dhaya/portfolio Β· Next.js, live GitHub activity, recruiter mode

πŸ’Ό Experience

Graduate Researcher (EG-RSCA Fellow) β€” CSUF

Feb 2026 – Present | Fullerton, CA

  • Architecting an RL-enabled Smart Assembly Cell simulation for decentralized robotic manufacturing
  • Building multi-agent coordination in NVIDIA Isaac Sim (TurtleBot3 AGVs + Franka Emika Panda)
  • Implementing ROS 2 policies and orchestration for dynamic scheduling and material routing

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

Oct 2023 – Feb 2024 | Hyderabad, India

  • Improved audio anomaly detection accuracy by 40% with TensorFlow autoencoders
  • Reduced training time by 40% via CUDA GPU acceleration
  • Built and processed environmental sound datasets for robust evaluation

πŸŽ“ Education

Degree Institution Timeline GPA
M.S. Computer Science California State University, Fullerton Aug 2024 – Present 3.78
B.Tech Computer Science & Engineering JNTU Hyderabad Aug 2020 – Jul 2024 7.87

🌟 Featured Projects

Multi-agent healthcare decision-support with RAG, risk modeling, orchestration, and explainability workflows.
Tech: Python, LLMs, RAG, FastAPI, testing

Trading simulation using BERT news sentiment + market data with backtesting.
Impact: ~15% improvement in trade decision accuracy
Tech: Python, BERT, NewsAPI, yfinance

TensorFlow autoencoder pipeline for industrial fan audio anomalies (mel-spectrogram features).
Impact: 40% accuracy improvement in detection workflow
Tech: Python, TensorFlow, Keras, Librosa

Academic advising platform for course guidance and student-facing workflows.
Tech: React, Tailwind CSS, Firebase, REST APIs

Food image classifier with Hugging Face inference, upload UX, and confidence scores.
Tech: Flask, Hugging Face API, JavaScript

β˜• Caffinder

Cafe discovery with geolocation, Google Maps & Places, and card-based UI.
Tech: JavaScript, Google Maps API

Inception-ResNet-V2 classifier β€” 90%+ accuracy, 120+ breeds, 10,000+ images.
Tech: Python, TensorFlow, OpenCV

YOLO + transformer fusion research for PCB inspection (metrics, evaluation, publication pipeline).
Tech: Python, PyTorch, YOLO, Jupyter


🀝 Open Source Contributions

Status Repository Contribution
🟒 Open chroma-core/chroma Enable mypy lint in CI
🟒 Open openai/openai-agents-python @function_tool on instance methods
🟒 Open skorch-dev/skorch device='auto' selection
🟒 Open cleanlab/cleanlab Opt-in Datalab placeholder issue manager
βœ… Merged studio-11-co/falsify-inspect CLI fixes, MMLU-Pro example, docs
βœ… Merged Licinexus/licinexus-mcp formatPncpDate test coverage

πŸ› οΈ Tech Stack


Also: Scikit-learn, Hugging Face, LangChain, OpenAI API, MLflow, Apache Spark, Tailwind CSS, Next.js, ROS 2, GitHub Actions, pytest, mypy

πŸ“Š GitHub Profile

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

🐍 Contribution Snake

github contribution snake

🧠 Currently Building

  • Healthcare multi-agent systems with RAG and explainability
  • Open-source ML tooling contributions (CI, APIs, data quality)
  • Isaac Sim + ROS 2 smart manufacturing research at CSUF
  • Portfolio site β€” live GitHub activity & recruiter mode

🎯 Open To

  • Fall 2026 AI/ML internships and new-grad roles
  • ML Engineer / AI Engineer / Robotics Software positions
  • F-1 student Β· OPT eligible after Dec 2026 graduation
  • Collaborations in applied AI, agents, 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