Shaheer Zaman Shah | AI/ML & Full-Stack Engineer

02 / Projects

Featured Work

video repo watch demo

01 — Enterprise AI

NexusIQ — Enterprise Knowledge Agent

Production-grade multi-source RAG platform ingesting Confluence, Notion, Slack, Jira, Google Drive, SharePoint, and PDFs. 10-node LangGraph pipeline with pgvector HNSW + BM25 RRF, cross-encoder reranking, and hallucination guard for quick, grounded answers.

10-node pipeline 8 data sources

LangGraph PostgreSQL/pgvector FastAPI Next.js 14 Redis Groq

deployed repo click me

02 — Enterprise AI

EMKOS — Multi-Agent Knowledge OS

Enterprise knowledge platform with LangGraph multi-agent orchestration, hybrid BM25 + Pinecone RAG, JWT/RBAC across 4 roles, and SSE-streamed answers. React 19 dashboard with document upload, audit logs, and single-container Docker deploy on Render.

5 agent routes Hybrid RAG + RRF

LangGraph FastAPI React 19 Pinecone Groq PostgreSQL

video repo watch demo

03 — Agentic AI

AgentOps — Eval & Observability Platform

Self-hostable platform for LangGraph/LangChain agents with trace ingestion, nested waterfall views, LLM-as-judge eval graders, regression detection, A/B testing, metric-based alerting, and a GitHub Action CI/CD merge gate.

LLM-as-judge evals CI/CD merge gates

FastAPI LangGraph SDK Next.js PostgreSQL Redis Celery

video repo watch demo

04 — Agentic AI

Visual Novel Video Generator

Fully autonomous pipeline converting natural-language prompts into 50–70s cinematic videos via LangGraph DAG with 4 specialized agents (Story, Audio, Video, Edit). Natural-language edits with multi-level undo and 70+ passing tests.

70+ tests 10 edit intents

LangGraph Groq Llama 3.3 Pollinations.ai React/TypeScript MoviePy Docker

repo

05 — Agentic AI

PodClips — AI Podcast Shorts Generator

Full-stack pipeline extracting viral vertical clips from long-form video/audio. WhisperX transcription, DSP prosody analysis, YAMNet event detection, Ollama LLM clip selection with JSON repair, and GPU-accelerated FFmpeg rendering with karaoke captions.

5-stage pipeline GPU auto-detect

FastAPI WhisperX Ollama FFmpeg MediaPipe Librosa

repo

06 — Agentic AI

NexusSDR — AI Sales Development Rep

Production-grade B2B sales automation agent with LangGraph state-machine workflow, hybrid ChromaDB/pgvector RAG for sales context, 4-stage personalized cold email sequences, and human-in-the-loop approval via graph interrupts before CRM sync.

HITL graph interrupts Hybrid RAG + RRF

LangGraph FastAPI Next.js ChromaDB Groq SQLAlchemy

deployed repo click me

07 — Agentic AI

Lead Generation Agent

8-agent LangGraph pipeline that turns a plain-English client description into verified prospects with personalized outreach. Real lead discovery via Tavily + Apify, domain/email/LinkedIn verification, fit scoring, and live SSE dashboard with CSV export.

8 specialized agents Real lead verification

LangGraph Groq Tavily Apify FastAPI Docker

repo

08 — FYP

VOICE: Pakistan Sign Language Recognition

Real-time PSL recognition system using MediaPipe landmark extraction and a hybrid TCN+Transformer model achieving 98.25% test accuracy across 188-D feature vectors.

98.25% accuracy 100% top-3 accuracy

TensorFlow MediaPipe FastAPI React/Vite TCN+Transformer

video repo watch demo

09 — Agentic AI

Multi-Agent Research & Coding System

Production pipeline converting natural-language tasks into verified Python code via 9 single-responsibility agents with sandboxed execution and hybrid RAG retrieval.

9 specialized agents RRF + Cross-encoder

LangChain FAISS BM25 HuggingFace FastAPI Streamlit

repo

10 — Agentic AI

Agentic Research Engine

Long-form research system with LangGraph state machine, quality-gated retrieval, weighted score fusion (0.7 dense / 0.3 sparse), and consulting-style sectioned report generation.

Hybrid retrieval Auto-retry loop

LangGraph ChromaDB Groq HuggingFace Streamlit

repo

11 — RAG

AI Customer Support Agent

Production-grade RAG system for enterprise customer support with query rewriting, 8-category classification, multi-query hybrid retrieval (dense + keyword RRF), LLM reranking, context compression, and source-grounded citations.

8 query categories Hybrid RRF search

LangChain ChromaDB OpenAI Streamlit tiktoken

video repo watch demo

12 — Full-Stack

Lyrics Finder & Music Critic App

Full-stack music discovery platform with Spotify OAuth, audio feature analysis, AI-generated critiques, per-user ratings in MongoDB, and a complete CI/CD pipeline.

Spotify OAuth Live deployed

React Node.js/Express MongoDB Spotify API

13 — Full-Stack

Trip Management System

Full-stack trip planner with real-time weather forecasts, GPS-based location tracking, and a RESTful FastAPI backend on a normalized MySQL schema with one-click route lookup.

Real-time weather GPS tracking

React.js FastAPI MySQL Weather API GPS API

03 / About

The Person Behind the Code

I'm a Computer Science graduate from FAST-NUCES Islamabad, specializing in AI/ML systems and full-stack development. I build things that actually work — from real-time sign language recognition to fully autonomous video generation pipelines.

My focus is on agentic AI: systems that can plan, retrieve, reason, and act with minimal human intervention. I use LangGraph, LangChain, and Groq to architect multi-agent pipelines that ship to production, not just demos.

Beyond AI, I'm a full-stack engineer comfortable across the entire stack — FastAPI backends, React frontends, MongoDB/MySQL databases, and WebSocket real-time systems.

When not coding: event organiser for university societies, competitive programmer, reader, traveller, and occasional sketcher.

shaheer.profile.ts
class ShaheerZamanShah {
 
// Building AI that thinks & acts
 
name = 'Muhammad Shaheer Zaman Shah'
location = 'Islamabad, Pakistan 🇵🇰'
university = 'FAST-NUCES'
email = 'shaheerzaman023@gmail.com'
 
focusAreas() {
return [
'Agentic AI Systems',
'Multi-Agent RAG Pipelines',
'Computer Vision',
'Full-Stack Development'
]
}
 
languages() {
return {
fluent: ['English', 'Urdu'],
speaks: ['Pashto', 'Punjabi']
}
}
 
interests() {
return [
'Open-source',
'Competitive Programming',
'Reading & Travelling',
'Sketching'
]
}
}

04 / Experience

Work History

JUNE 2026 — PRESENT

Agentic AI Engineer

Upwork · Remote

Provide agentic AI services to international clients on Upwork — building multi-agent pipelines, RAG systems, and autonomous AI workflows tailored to client needs.
Design and deliver production-ready LangGraph/LangChain solutions including lead generation agents, knowledge bases, and custom automation tools.

JULY 2025 — SEPTEMBER 2025

Web Development Intern

Digital Empowerment Network · Islamabad

Developed and maintained responsive web pages using HTML, CSS, JavaScript, and React.js, improving UI consistency across the platform.
Collaborated with a team of developers to deliver features on schedule, participating in code reviews and Agile sprints.
Gained hands-on experience with REST API integration and front-end performance optimisation.

2023 — PRESENT

Freelance Web Developer

Fiverr · Remote

Deliver custom web development projects for international clients — landing pages, portfolios, and small-business websites.
Manage the full project lifecycle: requirements gathering, design, development, testing, and client handoff.

Education

2022 — June 2026

Bachelor of Science in Computer Science

FAST-NUCES, Islamabad

2020 — 2022

Intermediate Certificate (HSSC)

FBISE

Muhammad
Shaheer
Zaman Shah

Technical Arsenal

Featured Work

The Person Behind the Code

Work History

Let's Build Something