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Vishvam10/README.md

Hi, I’m Vishvam πŸ‘‹

I’m an ML Engineer with ~3 years of experience, focused on ML systems, backend engineering, and LLMs. I enjoy shipping real systems, exploring library internals, and tinkering with new languages and homelab setups. Ask me about ML, python, web dev and anime

A Bit About My Work

  • Built and kept backend services alive for AI/ML products, getting my hands dirty with LLMs : fine-tuning, evaluating, and poking them until they behaved
  • Designed (and implemented) a scalable, microservice-based AI/ML platform with gRPC and REST APIs, complete with granular rate limiting, auth, analytics and cost tracking

How To Reach Me

Linkedin Gmail

My Tech Stack

Programming Languages
πŸ‘‰ Proficient

Python C C++ TypeScript

πŸ‘‰ Familiar / Learning

Go Java
Machine Learning
πŸ‘‰ Core ML

Numpy Pandas Scikit-Learn Matplotlib PyTorch OpenCV HuggingFace Jupyter Notebook Streamlit

πŸ‘‰ GenAI

LangChain LanGraph Ollama

πŸ‘‰ Others :

  • Libraries : Librosa, Gym (RL), TRL, Unsloth
  • Pipelines : RAG (Naive, Advanced, Multimodal, Graph), LLM Finetuning, LLM Evals
Backend

FastAPI Flask Gunicorn NestJS Express.js Node.js Socket.io
Databases / Datastores

MongoDB PostgreSQL SurrealDB SQLite Redis Elastic
Frontend
πŸ‘‰ Markup, Templating and Styling

HTML5 CSS3 SASS TailwindCSS ShadCN Markdown LaTeX Pug Template Jinja Template

πŸ‘‰ JavaScript Frameworks

jQuery React React Router Vue Redux

πŸ‘‰ Libraries

p5.js Chart.js
Testing and Automation

Jest Selenium
Others
πŸ‘‰ Text Editors and IDEs

Git GitHub Visual Studio Code Zed

πŸ‘‰ Development Tools

Postman Insomnia Swagger

πŸ‘‰ Version Control, Deployment and Cloud-Related Tools

Heroku Netlify Vercel Google Cloud Platform

πŸ‘‰ Productivity Tools

Jira Notion

Pinned Loading

  1. neurogc neurogc Public

    NeuroGC is an experimental system that models application behavior using deep learning to proactively schedule Python garbage collection, reducing latency spikes and memory pressure.

    Python 1

  2. nanoscript nanoscript Public

    A minimalist programming language created from scratch using pure Python without PLY or PyBison.

    Python 1

  3. ml-from-scratch ml-from-scratch Public

    A simple guide that contains manual implementations of machine learning and computer vision algorithms. It includes numpy, pandas, sklearn, opencv and pytorch.

    Jupyter Notebook 3

  4. proxima proxima Public

    A high-performance C++17 implementation of the Hierarchical Navigable Small World (HNSW) algorithm for approximate nearest neighbor search, with Python bindings and SIMD-optimized search

    C++ 1

  5. lora-beyond-llms lora-beyond-llms Public

    This small experiments applies Low-Rank Adaptation (LoRA) to a simple CNN trained on MNIST, then adapts it to EMNIST to test whether lightweight low-rank updates can transfer handwritten digit kno…

    Python 1

  6. dsa-and-stuff dsa-and-stuff Public

    A collection of DSA and competitive programming problems I've solved (or tried very convincingly to solve). Mostly C++ and Python, occasionally Go, and rarely Rust when the stars align.

    C++ 1