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Galabavamsi/README.md
Galaba Vamsi - Software Engineering, AI/ML, Computer Vision, Systems

Typing SVG

Email IIT Bhilai email LinkedIn Portfolio Human Slop on Google Play Phone


Hi, I am Vamsi

I am a Mechatronics undergraduate at IIT Bhilai building across software engineering, AI/ML, computer vision, wireless systems, and GPU graphics.

My favorite work sits where research gets shipped: full-stack apps with real users, simulators that replace expensive hardware, ML models that accelerate physics workflows, and visual tools that squeeze performance out of the GPU.

Currently Open for Software Engineering, AI/ML Research, Computer Vision, and systems-heavy product roles
Building Human Slop, an authenticity-first anti-AI social platform
Recent Completed a Research Internship at IIT Bhilai on 6G RIS simulation and testbed development in Aug 2025
Signal Inter IIT 5th Rank, Amazon ML Challenge top 3.5%, YC Startup School, first-author SRE research

What I Build

full-stack product engineering   React | React Native | Flutter | Node.js | PostgreSQL | AWS
AI / ML systems                  PyTorch | GNNs | Safe RL | Transformers | OpenCV | CuPy
graphics and simulation          GLSL | CUDA | WebGL | Three.js | MEEP | OpenMPI | ROS 2
wireless and hardware            RIS | Wi-Fi PHY/MAC | IEEE 802.11k/v | SDR/USRP | PCB design

Python TypeScript JavaScript C++ Dart Kotlin Swift Go GLSL CUDA

React React Native Flutter Node.js PostgreSQL AWS PyTorch OpenCV ROS 2


Selected Work

Project What it is Stack / ideas
Human Slop Co-founded and led engineering for an anti-AI social platform where posts are typed manually and scored for human authenticity. React, PostgreSQL, AWS, biometric auth, typing forensics
AntennaNet Physics-informed inverse EM design with KD-Tree Nearest-Neighbour Anchoring across 144D antenna search spaces. Python, MEEP, OpenMPI, inverse design
Electron-GNN Two-tower GATv2 model for predicting quantum absorption spectra from molecular geometry. PyTorch, GNNs, quantum spectroscopy
RIS Simulator Zero-budget open-source emulator for Smart Radio Environments and USRP-like LoS/NLoS behavior. Python, wireless simulation, RIS
RIM-SIM V2 Research simulator iteration for reconfigurable intelligent metasurface environments. Python, SRE, RF modeling
Moon Crater Detection DEM terrain-analysis pipeline for crater extraction with F1-score 0.839 and 4.07x CuPy/CUDA morphology speedup. Computer vision, CuPy, CUDA
Open-PyFX GPU-accelerated video effects suite for CRT emulation, ASCII edge detection, retro graphics, and 3D LUT pipelines. Python, GLSL, GPU rendering
Serenity Flutter mental wellness app with real-time emotion detection, games, guided exercises, assessments, and appointment booking. Flutter, CV, mobile product
prompt-robot-arm Prompt-to-task robotic arm prototype with world model and digital twin integration. Python, robotics, world models

Experience

Research Intern - 6G RIS Simulator & Testbed Development
IIT Bhilai, Advisor: Dr. Arzad Alam - May 2025 - Aug 2025

  • Engineered a zero-budget, open-source RIS simulator for LoS/NLoS wireless environments, avoiding costly physical hardware scaling during early testbed design.
  • Designed and validated custom two-layer RIS PCB workflows using DipTrace/CST for self-powered RF energy harvesting experiments.
  • Published as first-author and co-author on Smart Radio Environment research, including IEEE INDICON 2025 work.

Co-Founder & Lead Engineer - Human Slop
2024 - 2026 - Website - Google Play

  • Built a deployed web + Android platform centered on manual writing, behavioral typing signals, and authenticity-first social interaction.
  • Architected hardware-bound biometric authentication and a dual-database design separating encrypted user PII from social graph data.
  • Accepted into Y Combinator Startup School for the Human Slop startup track.

Research, Publications & Wins

Type Highlight
Publication First-author: "An Open Emulator for Smart Radio Environments"
Publication Co-author: "Experience with RF Energy Harvesting-Driven Self-Powered RIS", IEEE INDICON 2025
Publication Co-author: "A systematic literature review on simulation models and deployments for reconfigurable intelligent surfaces", ScienceDirect
Competition 5th Rank, Arista Networks Wi-Fi Optimization Challenge, Inter IIT Tech Meet 14.0
Competition Top 3.5%, Amazon ML Challenge 2025, 700 / 20,000+ teams
Competition 1st Place, IIT Bhilai Web Development Competition
Hackathon Top 10 Finalist, Toyota Hackathon
Academic Top 1% JEE Advanced, 95% Class 12, 94% Class 10

GitHub Pulse

GitHub profile summary Repos per language Most committed languages GitHub activity graph Profile views GitHub contribution snake animation

Building intelligent systems that make the physical and digital worlds talk to each other.

Open to Software Engineering, AI/ML Research, Computer Vision, and startup collaborations.

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  1. open-pyfx open-pyfx Public

    a opensource python base video fx application

    Python

  2. Serenity Serenity Public

    The perfect stress management and mental health app

    Dart 2

  3. VARUN3WARE/evalforge VARUN3WARE/evalforge Public

    It's an open-source engine that scores and stress-tests machine learning models for reliability, robustness, and hidden failures before deployment.

    Python

  4. whiteboard_robot whiteboard_robot Public

    3-DOF Cartesian Whiteboard Cleaning Robot Simulation A complete ROS 2 Jazzy simulation of a gantry-style robot designed to autonomously clean a 90x90cm whiteboard. Features a custom URDF model, aut…

    Python

  5. Antenna-Net Antenna-Net Public

    AntennaNet: Physics-Informed Inverse Design via Nearest-Neighbour Spectral Anchoring

    Python 2