Ahammad Nafiz
Associate Product Engineer, DeepDive at Markopolo AI
Dhaka, Bangladesh --:-- local time
- I'm an AI engineer in Dhaka, working as an Associate Product Engineer at
Markopolo AI. I work on 
DeepDive, an AI social listening platform, plus an AEO visibility tool and an AI data analysis agent. - Before that I owned the eval service at
AskTuring.ai and built the retrieval and benchmarks for a production RAG system. - I learn by rebuilding things: an autograd engine in NumPy, a memory layer for agents, a research agent that cites its sources. Lately I keep drifting toward mechanistic interpretability.
01Work
More on GitHub ↗
Atlas
Source control for coding agentsContributorCore contributor to Atlas, an open-source agentic IDE (Rust, Tauri, React, 9.4k+ stars) that links every git commit to the AI coding agent session that wrote it.
- Rust
- Tauri
- TypeScript
Buyziz
AI commerce platformLiveA free online store builder for Bangladeshi sellers, with an AI sales agent that sells in Bangla and English. I built the agent and the store builder, and led product engineering.
- LLM agents
- Tool calling
- Multimodal
02Writing
All 14 posts →How Hermes Agent Actually Remembers
How Hermes Agent's memory works, after reading the memory internals of ChatGPT, Claude Code, OpenClaw, Clawdbot and smaller agent harnesses.
How Claude Code Actually Remembers Things
How Claude Code remembers things, from reading its leaked source, community write-ups and the architecture doc I built from both.
আমার গবেষণাপত্র পড়ার যাত্রা, ব্যর্থতা থেকে সাফল্যের গল্প
Machine Learning-এর research paper পড়তে গিয়ে প্রথমে ব্যর্থ হওয়া, তারপর ধীরে ধীরে পড়তে শেখার গল্প।
Understanding The Intuitive Idea of Attention
The intuition behind attention in seq2seq models: why one fixed context vector falls short, and how attention weighs every encoder state.
03Experience
Aug 2026 – PresentMarkopolo AINowAssociate Product Engineer, DeepDive
Working on DeepDive, an AI social listening platform, plus an AEO (answer engine optimization) visibility tool and an AI data analysis agent, across a TypeScript and Python LLM stack.
Sep 2025 – May 2026AskTuring.aiJr. Software Engineer
Owned the LLM evaluation service, benchmarking RAG on HotpotQA, MuSiQue, FinQA and CUAD, and built Deepen Answer, a production RAG pipeline with hybrid BM25 and vector retrieval.
Dec 2025 – Feb 2026
United International UniversityResearch Assistant
Researched autonomous AI agents and multi-agent systems, and contributed to papers on LLM applications, retrieval and agentic workflow design.
04Recognition
- Oct 2025
Champion, IC6 University Innovation Hub
BDT 60,000 pre-seed after a 15-week program
- Jan 2025
Best Prototype, Blockchain Olympiad
Team Auctra, UIU CSE Fest. BDT 20,000 prize
- Jun 2024
Champion, CSE Project Show
Predicta, an end-to-end data analysis and ML platform
- 2024
1st Runner-Up, Data Innovators Challenge
Sales analytics track
05Contact
Hiring an AI or machine learning engineer, want to talk research, or have a good problem? My inbox is open.
hello@ahammadnafiz.com