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
- ML streak - 70+ Machine Learning Projects
- Notes and code for Programming Massively Parallel Processors
- Algorithms and Data Structures
- Modern C++ Concepts
- Blog - Sharing insights on ML, DL, RecSys, LLMs
- Introduction to Mechanistic Interpretability, Superposition and Sparse Autoencoders
- Representation Engineering - I: Steering Language Models With Activation Engineering
- Building GPT-2 From Scratch: Mechanistic Interpretability View
- Primer on Large Language Model (LLM) Inference Optimizations : 1. Background and Problem Formulation
- Primer On Large Language Model (LLM) Inference Optimizations : 2. Introduction to Artificial Intelligence (AI) Accelerators
- Primer on Large Language Model (LLM) Inference Optimizations: 3. Model Architecture Optimizations
- Scaling Laws in Large Language Models
- More Blog Posts