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aduddeba/README.md

Hi, I'm Achyutha Duddebanda

Computer Science student at the University of Maryland (Machine Learning Track)
Ellicott City, MD
Minor in Statistics

I’m interested in building intelligent systems, full-stack applications, and interactive experiences that combine machine learning, data, and real-world usability.

Tech Stack

Languages
Python • Java • JavaScript • SQL • C • Rust

Machine Learning / Data
PyTorch • scikit-learn • pandas • NumPy • Hugging Face Transformers

Web & Backend
Flask • Node.js • Express • REST APIs • HTML • CSS

Tools
Git • Linux • Docker • AWS

Projects

BatSense — 3D Echolocation Game

https://devpost.com/software/batsense
Three.js • GLSL • JavaScript

  • Built an interactive 3D cave navigation game using simulated sonar pulses
  • Implemented custom GLSL shaders for real-time environment visualization
  • Optimized rendering and collision detection to maintain 60 FPS
  • Developed in a 36-hour hackathon (Bitcamp)

Motivo — Vehicle Recommendation Platform

https://motivo-app.onrender.com/
Flask • Python • JavaScript

  • Full-stack app that recommends cars based on user preferences
  • Filters across budget, body type, and features
  • Integrated dynamic listings to surface real inventory
  • Focused on improving recommendation relevance and user experience

LatexGen — Natural Language to LaTeX

https://latexgen.onrender.com/
Node.js • Express • LLM API

  • Converts natural language into compilable LaTeX documents
  • Handles math notation, tables, and structured formatting
  • Uses prompt engineering to improve output correctness

Experience

Software Developer Intern — TipTop Technologies

Jan 2025 – July 2025

  • Built a Python pipeline to extract structured data from unstructured transcripts
  • Improved robustness across inconsistent formats and edge cases
  • Developed validation datasets and regression tests to reduce failures

AI Training Contractor — Outlier AI

May 2025 – Feb 2026

  • Reviewed 100+ AI-generated physics simulations
  • Identified issues in numerical stability and logic correctness
  • Created evaluation rubrics to improve model training quality

Undergraduate Researcher — UMD FIRE Program

Sept 2023 – Dec 2024

  • Processed large-scale atmospheric datasets on HPC systems (SLURM)
  • Built Python scripts for analysis and visualization
  • Presented findings to researchers and faculty

Certifications

  • AWS Certified Cloud Practitioner (2025)
  • AWS Machine Learning Foundations (2025)

Contact

Current Focus

  • Expanding Motivo with smarter recommendation systems
  • Exploring machine learning-driven personalization and ranking
  • Building interactive, real-time web experiences

Pinned Loading

  1. Language-Game Language-Game Public

    Guess the modern English word from its ancient forms. The faster you guess, the more points you earn!

    JavaScript

  2. LeetCodeNotes LeetCodeNotes Public

    Additional documents for my leetcode videos.

  3. Motivo Motivo Public

    Jupyter Notebook

  4. aniidev/bat aniidev/bat Public

    lightweight, serverless bat echolocation game

    JavaScript 1

  5. LaTeXGenerator LaTeXGenerator Public

    Generates LaTeX

    JavaScript