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satwik-shreshth/README.md

Typing SVG


name: Satwik Shreshth
role: ML Engineer & Researcher
focus:
  - Machine Learning & Computer Vision
  - Embedded Systems & Robotics
  - Geospatial Remote Sensing & GIS
  - Edge AI Deployment (ONNX, TinyML)
currently: Exploring intelligent systems at the intersection of AI and hardware


🤖 MACHINE LEARNING PyTorch TensorFlow scikit--learn YOLOv8 ONNX

🛠️ EMBEDDED & IOT Raspberry Pi Arduino ESP32

🌍 GEOSPATIAL Google Earth Engine QGIS

⚙️ BACKEND & TOOLS Flask Docker Git LaTeX






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  1. smart-env-monitor smart-env-monitor Public

    Jupyter Notebook

  2. Tripathagamini-S Tripathagamini-S Public

    Web-Based Control and Obstacle-Aware Robotic Vehicle

    Python

  3. trust-llm-conformal-hallucination-detection trust-llm-conformal-hallucination-detection Public

    Split-conformal calibration of LLM hallucination detection: benchmarking four uncertainty-scoring methods (log-probability, token entropy, semantic entropy, self-consistency) under formal coverage …

    Jupyter Notebook

  4. TrustMedX TrustMedX Public

    A research project on trustworthy clinical decision support for diabetes 30-day hospital readmission prediction.

    Jupyter Notebook

  5. YOLOv8-Path-Segmentation-RealTime-Optimization YOLOv8-Path-Segmentation-RealTime-Optimization Public

    Real-time path segmentation using YOLOv8 optimized for Raspberry Pi 5 (15.4 FPS). Includes model training, ONNX optimization, and embedded deployment.

    Jupyter Notebook