Mahir Malik.

A

making ai do more than just yap.

I build AI systems, agents, and automations that handle the tedious stuff while I pretend I planned it that way.

AI SystemsAgentic WorkflowsAutomations
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Hand-drawn illustration of Mahir working on a laptop with a coffee on the side

About

i like making complicated stuff feel simple.

i'd rather understand how things work by building them. i spend my time with ml, large language models, ai agents, and full-stack software, turning ideas into working systems and learning a lot from everything that inevitably breaks along the way. lately, i've been really into agentic systems and figuring out how software can become more capable, useful, and a little more autonomous.

minimal line illustration of a person working at a desk by a bright window

got something on your mind? dm me on or drop me an .

Projects

Things I've been busy building.

Full archive

Sellable lets AI agents buy stuff on their own, with guardrails that actually hold. They get a storefront they can read: find products, haggle quotes, pass policy checks, and pay over real Razorpay rails. Every decision lands in an audit ledger. The model suggests, deterministic code decides.

Python · FastAPI · LangGraph · Next.js 16 · Supabase · Razorpay

Confluence teaches ML by showing it. Thirty-eight real scikit-learn algorithms, decision boundaries you can poke at, training you can scrub through frame by frame, and 25 datasets from Iris to Titanic.

Next.js 15 · FastAPI · scikit-learn · TypeScript · Redis · Docker

Helion is an agent harness that lives in your terminal and on your desktop. Watch runs unfold, steer them mid-flight, and approve every tool call from one calm surface. Still cooking, coming soon.

TypeScript · Tauri · Ink · React

Coming soon

Writing

Stuff I've been thinking about.

Tech moves stupidly fast, so I write down the things I'm learning, building, breaking, and obsessing over before the next rabbit hole gets me.

Implementations

Because reading the paper wasn't enough.

Implementations folder icon

I take interesting papers, ideas, and algorithms and actually build them from scratch.

papers.mahirmalik.in

The Stack

What I build with.

A bunch of languages, frameworks, databases, and AI tools that somehow turn ideas into functioning software. The stack changes, the building doesn't.

Programming Languages

Python
TypeScript
SQL
Rust

Frontend Engineering

React
Next.js
Tailwind CSS

Backend Engineering

FastAPI
Pydantic
SQLAlchemy
Alembic
WebSockets
GraphQL
gRPC
Celery
Uvicorn

Data Analysis & Computing

NumPy
Pandas
SciPy
Matplotlib
Plotly
Jupyter
PyArrow
Polars

Machine Learning

PyTorch
scikit-learn

AI & LLM Engineering

Hugging Face
Transformers
LangChain
LlamaIndex
Ollama
vLLM
LiteLLM

Agentic Systems

LangGraph
CrewAI
AutoGen
PydanticAI
MCP
OpenAI SDK
Google ADK

AI Agents

OpenCode
Claude Code
Codex
Hermes
Pi
Orca
Herder

Databases & Data Stores

PostgreSQL
MySQL
Redis
Supabase

Workflow & Orchestration

n8n
Zapier
Temporal

Cloud & Infrastructure

AWS
Oracle Cloud
Docker
Kubernetes
Cloudflare
Vercel
Railway
Fly.io
Render
Terraform
Nginx
GitHub Actions

Monitoring & Observability

OpenTelemetry
Prometheus
Grafana
Langfuse

Developer Tooling

Git
GitHub
VS Code
Postman
Linux
Bun
pnpm
uv
MLflow

GitHub Activity

Contribution graph and recent commits.

A GitHub-style overview of public contributions in 2026, followed by recent public activity and commit messages from @mahirmlk.

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Recent Public Activity

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At the Moment

Currently in the weeds.

Building things, pulling threads, and figuring out why they broke in the first place.

Building

AI systems, agent workflows, and software that does more than sit there waiting for a button.

Learning

LLMs, agent harnesses, retrieval, model tooling, and the engineering around making these systems actually useful.

Looking for

Machine Learning and AI engineering roles, internships, and people working on interesting problems.

Illustration of current work in progress

Beyond

More to build. More to figure out.

More systems, deeper work, better agents, and ideas I haven't figured out yet.