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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLOAchievement: Pair Extraordinaire

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aneeshg5/README.md

Aneesh Ganti

CS + Math @ UIUC · Expected May 2027
ML Engineer Intern @ Brunswick Corporation · Founding Engineer @ Promo Pigeon · Undergraduate Researcher @ UIUC
Open to Summer 2027 SWE / AI / ML internships

Highlights

  • 🏆 NASA Human Lander Challenge: Best Presentation Award, $1,200 prize over 30+ universities
  • 🚀 Selected for UIUC's iVenture Accelerator Cohort 12, building Promo Pigeon this summer
  • 📡 Evaluated agentic cryptanalysis tool decoding encrypted CAN signals on live marine systems, exposing helm vulnerability
  • 🔬 Built self-supervised frameworks for annotation-free, data-scarce segmentation with SAM + DINOv3 at Gupta AI Lab

What I'm Currently Building + Deploying

  • Brunswick Corporation: AI-driven CAN bus cryptanalysis tool for decoding encrypted marine protocols and a TypeScript + Workbox PWA that cut on-water test analysis from hours to <15s
  • Promo Pigeon: AI agents that automate product mockup generation from client emails to cut turnaround from days to seconds
  • OrbitForge (personal): Browser-based satellite orbit simulator comparing 3 Kalman filters on real satellite tracking data

Tech Stack

Languages
Python C++ TypeScript SQL JavaScript Swift R Java

AI / ML
PyTorch TensorFlow scikit-learn OpenCV CUDA Hugging Face ONNX spaCy PEFT LoRA

GenAI
OpenAI Gemini LangChain LlamaIndex Claude RAG Pinecone vLLM

Full-Stack
React Next.js FastAPI Node.js Flask Express WebSockets REST APIs

Cloud & Infra
AWS Docker Kubernetes GitHub Actions Google Cloud Cloudflare SLURM

Databases
PostgreSQL MongoDB Redis MySQL IndexedDB

Other
WebAssembly WebGL2 Workbox Airflow Playwright Eigen

GitHub Stats

Pinned Loading

  1. ISSUIUC/MIDAS-Software ISSUIUC/MIDAS-Software Public

    Illinois Space Society's flight software codebase for the MIDAS avionics system

    C++ 10

  2. zengm-games/zengm zengm-games/zengm Public

    Basketball GM (and other ZenGM games) are single-player sports management simulation games, made entirely in client-side JavaScript.

    TypeScript 472 228

  3. ForeTrack4D ForeTrack4D Public

    Forecasting 3D motion of hand-held objects from single RGB images with a ViT-conditioned diffusion model

    Python 1

  4. OrbitForge OrbitForge Public

    Real satellite state estimation (KF/EKF/UKF) running entirely in the browser via WebAssembly

    C++

  5. LeafScan-AI LeafScan-AI Public

    Full-stack plant disease detector: EfficientNet-B0 (97% acc, 5.3M params) runs in <200 ms on CPU. Per-plant GPT-4o-mini memory, keyword-gated search, drone GPS API with Haversine auto-matching.

    TypeScript 1

  6. Battery-RUL-Predictor Battery-RUL-Predictor Public

    Predicts Li-ion battery State of Health and Remaining Useful Life using PyTorch and LightGBM with a live dashboard and REST API.

    Jupyter Notebook