AI Engineer — Agentic AI & LLM AppsPython · FastAPI · LangGraph · Next.js

Muhammad Abubakar Siddique

I build systemsthat run realoperations.

Production AI agents, RAG pipelines, and full-stack platforms — including water-supply billing and housing-society finance systems serving 50+ daily users in Chishtian, Pakistan.

Download CV

Open to remote US roles (EST overlap)

Public repositories

50+

Daily active users

Systems in production

Current focus

Agentic AI systemsRAG & LLM appsFull-stack platformsOperational dashboards

repo count measured 2026-07-24 · hover stats for source

PythonFastAPILangGraphLangChainRAGNext.jsTypeScriptReact NativeFlutterSupabasePostgreSQLDockerOpenAIGeminiOllama

02 / Skills

Skills arranged by the kind of problems I can solve.

The strongest signal is not a long stack list. It is the ability to combine agents, backends, data, and interfaces into software that runs real operations.

Agentic AI & LLMs

Production AI agents, RAG pipelines, LLM workflows, and local-model experiments that ship, not just demo.

LangChain · LangGraphRAGOpenAI · GeminiOllama

Product Frontend

Responsive product interfaces, admin dashboards, and mobile apps with React Native and Flutter.

ReactNext.jsTypeScriptTailwind CSS

Backend Systems

API design, data models, operational records, analytics, and reliable data flows under real load.

PythonFastAPISupabasePostgreSQL

Delivery & Ops

Deployment discipline: containers, static pipelines, atomic releases, and systems that stay up.

DockerVercelGitHubCI gates

Current learning edge

Direction matters more than a stack list. These are the edges being sharpened right now.

01LangGraph agent orchestration

02RAG evaluation and retrieval quality

03Cloud-native GenAI (PIAIC)

04CS degree coursework (VU, 2024–2028)

05Production reliability patterns

03 / Selected Work

A curated set of systems, not a repo dump.

Featured work across agentic AI, full-stack platforms, and operational automation. Three of these have full case studies.

04 / Journey

A visible record of study, shipping, and iteration.

Progression across learning, delivery, public proof, and long-term execution.

05 / Shipped Systems

Shipped systems with operational use cases.

Apps and operational systems in real workflows and private delivery. Each one has a full case study.

Delivered

Web / SaaS

Colony Management System

Housing-society operations platform for installments, finance records, analytics, and offline-ready administration.

Built for colony and housing-society workflows with installment tracking, financial records, real-time analytics, mobile and desktop access, and offline operation with synchronization.

impact

Reduced paperwork and improved administrative transparency

React

FastAPI

Supabase

Analytics

Case study

Published

Web App

MW Supply Platform

Bottled-water operations system for customer records, bottle tracking, billing, payments, and delivery monitoring.

Designed for water-supply plants that need daily delivery tracking, customer ledgers, bottle movement history, payment status, and dashboard-based decisions.

impact

Reduced manual tracking across water-supply workflows

Python

React

Supabase

Operations

Case study

Delivered

Dashboard

Civic Operations Dashboards

Real-time dashboards and automation tools for local-service reporting and operational workflows.

Created practical dashboards and automation tools using React, FastAPI, Python, Supabase, and OpenAI API integrations to streamline reporting.

users

50+ daily active users across delivered systems

FastAPI

Python

React

OpenAI API

Case study

06 / Proof

Verified progress under real constraints.

Certificates, contests, and public proof — with checkable credential links wherever they exist.

Problem Solving

Featured

Harvard CS50x

Harvard CS50x Puzzle Day 2026

Solved all 10 puzzles successfully and received recognition for global problem-solving participation.

10/10 puzzles2026Verify credential

Quantum Hackathon

Featured

BlueQubit x Yale

BlueQubit x Yale Peaked Hackathon 2026

Participated in a one-day quantum hackathon covering qubits, quantum gates, circuit optimization, and error-mitigation concepts.

Score 210Rank 732026

Competitive Programming

Featured

CALICO

CALICO Spring Remix 26

Participated solo under the name Flaco and completed all contest questions under time pressure.

All questions completed2026

Certification

Cisco

Cisco Network Technician Career Path

Completed the Network Technician Career Path, with Networking Basics, IoT, and digital-safety credentials alongside.

Credly verified2026Verify credential

07 / Contact

Let us discuss a real build, role, or collaboration.

Open to remote roles and contract work with US and international teams — agentic AI, LLM applications, and automation with clear scope.

Response channel

Clear context gets the fastest reply.

Include the goal, timeline, and any technical constraints. I can respond with next steps or a practical build plan.

Best for project inquiries and direct collaboration

GitHub

Repositories, experiments, and proof of work

Professional profile and career updates

Résumé

Download my CV (PDF) — education, experience, and projects