https://github.com/mandliya/mandliya

https://github.com/mandliya/mandliya

Last synced: 5 months ago
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• Host: GitHub
• URL: https://github.com/mandliya/mandliya
• Owner: mandliya
• Created: 2024-11-01T16:54:58.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2026-01-13T09:00:32.000Z (5 months ago)
• Last Synced: 2026-01-13T11:35:31.987Z (5 months ago)
• Size: 28.3 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
![Profile Views](https://komarev.com/ghpvc/?username=mandliya&color=blue&style=for-the-badge)

# Hi there, I'm Ravi! 👋 

## 🧑‍💻 About Me

AI Enthusiast | Machine Learning Engineer | Open Source Contributor |  Mentor to aspiring engineers

- 💻 I am a Machine Learning Engineer at Discord.

- 🔭 I’m currently working on building Recommendation Systems at Discord.

- 🥇 I mentor and guide aspiring engineers across the globe — feel free to reach out!

- 🌱 I’m currently learning Large Language Model Inference Optimization, AI safety and Advanced Recommendation System techniques.

- 👯 I’m looking to collaborate on any ML research project (especially LLMs and RecSys)

- 💬 Ask me about machine learning, deep learning, recommender systems and LLMs

- 📫 How to reach me: email me at `ravi.mandliya at gmail.com`

## 🛠 Skills

![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge&logo=python&logoColor=white)

![C++](https://img.shields.io/badge/C++-00599C?style=for-the-badge&logo=cplusplus&logoColor=white)

![Java](https://img.shields.io/badge/Java-007396?style=for-the-badge&logo=java&logoColor=white)

![TensorFlow](https://img.shields.io/badge/TensorFlow-FF6F00?style=for-the-badge&logo=tensorflow&logoColor=white)

![PyTorch](https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white)

![gRPC](https://img.shields.io/badge/gRPC-0078D7?style=for-the-badge&logo=grpc&logoColor=white)

![Kubernetes](https://img.shields.io/badge/Kubernetes-326CE5?style=for-the-badge&logo=kubernetes&logoColor=white)

![Docker](https://img.shields.io/badge/Docker-2496ED?style=for-the-badge&logo=docker&logoColor=white)

## 📈 GitHub Stats

![GitHub Stats](https://github-readme-stats.vercel.app/api?username=mandliya&show_icons=true)

![GitHub Streak](https://github-readme-streak-stats.herokuapp.com/?user=mandliya)

## 🚀 Projects

- [ML streak](https://github.com/mandliya/ml) - 70+ Machine Learning Projects

- [Notes and code for Programming Massively Parallel Processors](https://github.com/mandliya/PMPP_notes)

- [Algorithms and Data Structures](https://github.com/mandliya/algorithms_and_data_structures)

- [Modern C++ Concepts](https://github.com/mandliya/modern-cpp-concepts)

- [Blog](https://mandliya.com) - Sharing insights on ML, DL, RecSys, LLMs

## 🌱 Latest Blog Posts

- [Introduction to Mechanistic Interpretability, Superposition and Sparse Autoencoders](https://mandliya.github.io/posts/introduction-to-mechanistic-interpretability-superposition-and-sparse-autoencoders/)

- [Representation Engineering - I: Steering Language Models With Activation Engineering](https://mandliya.github.io/posts/paper-implementation-steering-language-models-with-activation-engineering/)

- [Building GPT-2 From Scratch: Mechanistic Interpretability View](https://mandliya.github.io/posts/building-gpt-2-from-scratch-mechanistic-interpretability-view/)

- [Primer on Large Language Model (LLM) Inference Optimizations : 1. Background and Problem Formulation](https://mandliya.github.io/posts/LLM_inference_1/)

- [Primer On Large Language Model (LLM) Inference Optimizations : 2. Introduction to Artificial Intelligence (AI) Accelerators](https://mandliya.github.io/posts/LLM_inference_2)

- [Primer on Large Language Model (LLM) Inference Optimizations: 3. Model Architecture Optimizations](https://mandliya.github.io/posts/model_architecture_optimizations/)

- [Scaling Laws in Large Language Models](https://mandliya.github.io/posts/scaling_laws/)

- [More Blog Posts](https://mandliya.com)