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sathwikpareedula/README.md

Hi, I'm Sathwik Pareedula 👋

🎓 Computer Science student at The University of Texas at Arlington
🤖 Undergraduate AI Researcher | AI/ML | Full-Stack Development
🎯 Interested in AI/ML, Applied AI, AI Engineering, and Software Engineering internships

About Me

I'm a Computer Science student at UTA with experience in AI/ML, full-stack development, and systems programming.

I'm currently an Undergraduate AI Researcher in UTA's Heracleia Human-Centered Computing (HCC) Lab, researching an agentic AI coaching framework for human-in-the-loop robot navigation.

My research involves Vision-Language Models (VLMs), multimodal AI, model benchmarking, real-time inference, safety evaluation, and experimental design.

Outside of research, I build projects across machine learning, backend/full-stack development, and systems programming.

Tech Stack

Languages: Python, C, Java, JavaScript, SQL
AI/ML: TensorFlow, OpenCV, Vision-Language Models, Ollama
Backend: Node.js, Express.js, FastAPI, REST APIs
Web & Visualization: HTML, CSS, Three.js, Chart.js, Streamlit
Tools: Git, GitHub, VS Code, Postman, MySQL

Featured Projects

🤖 AI Navigation Coach — Undergraduate Research

Developing an agentic AI coaching framework for human-in-the-loop robot navigation using Vision-Language Models, multimodal reasoning, navigation evaluation, and safety checking.

Research Areas: Agentic AI, VLMs, Multimodal AI, HCI, Robot Navigation

Research initiated through UTA's I-Engage Undergraduate Research Program and continuing in the Heracleia Human-Centered Computing (HCC) Lab.

♻️ Recyclability Classifier

CNN-based image classifier for identifying recyclable and non-recyclable waste.

Tech: Python, TensorFlow, OpenCV, Streamlit

🚗 Toyota Fuel Economy Analyzer

Full-stack web application for analyzing and comparing Toyota vehicle fuel economy data from 2021–2025.

Tech: Node.js, Express.js, JavaScript, Chart.js, REST APIs

🐚 MyShell

Unix-like shell implemented in C using system calls for process management, command execution, and I/O operations.

Tech: C, Unix System Calls, Process Management

Current Focus

  • Agentic and multimodal AI systems
  • Vision-Language Model evaluation
  • Human-in-the-loop AI
  • AI/ML and software engineering
  • Building reliable real-world AI applications

Connect

LinkedIn: linkedin.com/in/sathwik-pareedula/
Email: sathwikpareedula@gmail.com

Pinned Loading

  1. toyota-fuel-economy toyota-fuel-economy Public

    Full-stack web application to analyze and compare Toyota fuel economy data (2021–2025) using Node.js and interactive Chart.js visualizations.

    HTML

  2. myshell myshell Public

    Unix-like shell implementation in C using system calls (fork, exec, directory handling)

    C

  3. Recyclability-classifier Recyclability-classifier Public

    CNN-based image classifier to detect recyclable vs non-recyclable waste using TensorFlow, OpenCV, and Streamlit.

    Python