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vrk7/README.md

πŸ¦‡ Welcome to Gotham β€” I'm Vysakh

AI β€’ Full-Stack β€’ 3D Graphics
Building full-stack AI solutions and practical ML pipelines.

Allies Visitors Bat Signal LinkedIn

Typing SVG

🧭 Quick Navigation

Mission Control β€’ Toolbox β€’ Lab Notebook β€’ Stats & Status β€’ Let's Connect


πŸš€ Mission Control

What I'm currently piloting
  • πŸ›°οΈ Deploying camera-aware AI that fuses vision + geometry.
  • πŸ§ͺ Rapid prototyping practical ML demos with polished UX.
  • πŸ› οΈ Building reproducible pipelines with CI/CD, docs, and observability.
  • 🏎️ Shipping code that meets real-time constraints without sacrificing quality.

πŸ¦‡ Just like Batman, I believe in tools, not superpowers.

How I approach problems
  • 🎯 Product-focused research mindset β€” align metrics with actual user value.
  • 🧠 Pair cutting-edge models with pragmatic engineering trade-offs.
  • πŸ—ΊοΈ Architect for iteration: modular components, automated tests, reproducible envs.
  • 🀝 Collaborative by default β€” clear documentation, async-friendly communication.

🧰 Toolbox

Skill icons

🧱 Core Stack

  • Python + PyTorch for model training and deployment.
  • Unity & Three.js for spatial/AR graphics.
  • TypeScript, React, and WebGL for interactive frontends.

βš™οΈ Ops & DX

  • Dockerized pipelines with Makefiles + GitHub Actions.
  • Monitoring with Weights & Biases, Prometheus, Grafana.
  • CI/CD for inference services and web experiences.

πŸ§ͺ Lab Notebook

πŸ“Έ Spatial Vision

  • Instant AR overlays using depth-aware segmentation.
  • 3D pose pipelines for sports & motion analytics.
  • NeRF-based scene capture experiments for digital twins.

πŸ€– Applied ML

  • Edge-ready detectors optimized with TensorRT.
  • LLM agents orchestrating computer vision tasks.
  • Evaluation harnesses with synthetic + real datasets.
Peek into my workflow (click to expand)
flowchart TD
  A[πŸ’‘ Idea] --> B[πŸ”¬ Rapid prototype]
  B --> C{πŸ“Š Validate}
  C -- metrics hit --> D[πŸš€ Scale & deploy]
  C -- iterate --> B
  D --> E[πŸ“š Document & demo]
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πŸ“ˆ Stats & Status

πŸ¦‡ Contribution Highlights (click to expand)
Top Contributions
Contribution Snake & Trophy Case

Contribution snake animation


🀝 Let's Connect


"Make it real-time, make it reliable, make it delightful."

Pinned Loading

  1. 3D-Eyeglass-Frame-Augmentation-on-Camera-Feed 3D-Eyeglass-Frame-Augmentation-on-Camera-Feed Public

    The goal of this assignment is to create a Python function that can render a 3d glass frame approximately on the eyes of the detected face from the webcam feed. You can use any open-source Python p…

    Python 2

  2. robot-surgery-segmentation robot-surgery-segmentation Public

    Forked from ternaus/robot-surgery-segmentation

    Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

    Jupyter Notebook 1

  3. CSC_53433_EP-2024-2025 CSC_53433_EP-2024-2025 Public

    Forked from Paul-Hubert/CSC_53433_EP-2024-2025

    INF633 - Advanced 3D Graphics (2023-2024) - Lab Course

    C#

  4. word2vec-pytorch word2vec-pytorch Public

    Forked from DonkeyShot21/word2vec-pytorch

    Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

    Python

  5. Data-X-Assignments Data-X-Assignments Public

    This Contains the code to the answers for the assignment given in Data X coursework by UC Berkeley

    Jupyter Notebook

  6. alindgupta99/advanced_computer_vision_project alindgupta99/advanced_computer_vision_project Public

    Jupyter Notebook 1