Applied AI/ML Engineer, based in Bangladesh.
I'm a Computer Science graduate on paper and a traveler at heart. I find joy in building intelligent systems as much as I do in exploring new places, cultures and foods.
I graduated with a B.Tech in Computer Science & Engineering from NIT Trichy, India in 2024. I was a recipient of the ICCR (Indian Council for Cultural Relations) scholarship in 2020. During my undergraduate studies, I spent a summer at IIT Bombay's MeDAL Lab, where I worked on contrastive learning methods for self supervised image representation learning.
My interests lie at the intersection of research and engineering. On the engineering side, I build production-ready AI systems around LLMs, RAG, Agentic AI and AI infrastructure, with a particular focus on efficient inference, serving, evaluation, and scalable deployment. On the research side, I am interested in representation learning, reasoning, factuality, controllable generation and generalization and what those capabilities unlock for Health, Science and Code. Outside of all these, you'll find me spending an embarrassing amount of time on LeetCode / Deep-ML / LeetGPU.
Feel free to reach out if you have an idea to work on or just want to chat about tech, travel or anything !
📢 Recent News
- 2026 Sep Blog: Continuous Batching: Getting More LLM Throughput From the Same GPU
- 2026 Sep Blog: Paged KV Cache on Apple Silicon: Fixing Memory Fragmentation Without CUDA
- 2026 Sep Blog: From Naive Decode to KV Cache: Why LLM Serving Gets Faster With One Idea
- 2026 Aug Blog [System Design — 04]: Designing an LLM Chat Product With Memory and Context Management
- 2026 Jul Blog [System Design — 03]: Designing a RAG Pipeline for 10 Million Documents With Near-Zero Hallucination - Got asked in Google L5 interview
- 2026 Jul Blog [System Design — 02]: Designing a RAG-based Q&A System Over Company Docs
- 2026 Jul Blog: Kicking off a new System Design series — 01: Designing a Delivery App with AI Features for Salesmen
- 2026 Jul Launched AI-Space — an Interactive Knowledge Graph of AI concepts.
- 2026 May Blog: RAG Observability and Latency Analysis using BetterDB
- 2026 May Blog: AWS Nuke — The AWS Resources Destroyer
- 2026 Feb Blog: UV & Modern Python Dependency Management
- 2026 Feb Blog: Kubernetes Project Workflow — Commands & Mental Model
- 2025 Oct Blog: Dynamic Programming Patterns — Non Adjacent Selection DP
- 2025 Jul Blog: Open Source Contribution — Beginner’s Guide
- 2025 Jun Blog: Summaries of RAG-based papers — RULE, Rationale Guided RAG and ConSens
- 2025 Jun Launched a Gallery section on my website to upload photos from my tours
- 2025 Apr Try out this Cold Email Generator I made using RAG
- 2024 Nov Blog: IELTS Preparation — How I Prepared / Preparation Guide & Materials
- 2024 Aug Graduated from NIT Trichy, India with a B.Tech in CSE
- 2023 Nov Blog: An Introduction to Self Supervised Learning
- 2023 May Will be joining IIT Bombay as a Summer Research Intern at MeDAL Lab
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- 2020 Dec A new chapter: Recipient of the ICCR Scholarship