Isaac Kargar
AI Engineering and Implementation | Agents, RAG, MLOps | 10+ years building ML systems
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About
Isaac Kargar works in AI engineering and ML & data science, based in Finland (https://nazmi.tech/). AI Engineering and Implementation | Agents, RAG, MLOps | 10+ years building ML systems. Public projects on GitHub include Telegram Link Summarizer Agent (Agentic Telegram bot that summarizes links (articles, papers, tweets, LinkedIn posts, PDFs) shared in a…), Lerim (Compiles AI agent traces and truns them into reusable context) and Hekmatica (An agent implemented using BAML and LangGraph to do a deep research on questions and generate cited answers), mostly written in Python, Jupyter and HTML.
Projects 6
Telegram Link Summarizer Agent
Agentic Telegram bot that summarizes links (articles, papers, tweets, LinkedIn posts, PDFs) shared in a channel. Instantly provides concise summaries so users can quickly decide what to read. Open source, deployed on Google Cloud Run.
github.comLerim
Compiles AI agent traces and truns them into reusable context.
github.comHekmatica
An agent implemented using BAML and LangGraph to do a deep research on questions and generate cited answers.
github.comReflexion
Reflexion Agent implementation based on the smolagents library
github.comSpeckit Skill
spec driven dev skill - codex, claude code, opencode, ...
github.comSecond Brain
This project aims to create an AI agent as an assistant that helps users break down goals, plan tasks, and manage their schedule, acting as a "second brain" for executive function.
github.com