"I don't just build models — I build complete, production-ready AI systems, end-to-end."
I am an AI Engineer based in 🇵🇰 Pakistan with a BSCS degree from University of Loralai and 3+ years of experience building AI systems from scratch to production deployment.
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Skill Proficiency |
%%{init: {'theme': 'dark'}}%%
pie showData title Core Expertise Breakdown
"Agentic AI — LangGraph" : 35
"Deep Learning — Medical AI" : 28
"RAG and Retrieval Systems" : 22
"Backend and Databases" : 10
"MLOps and DevOps" : 5
%%{init: {'theme': 'dark'}}%%
graph LR
A[Agentic AI] --> B[LangGraph]
A --> C[LangChain]
A --> D[ChromaDB]
A --> E[LangSmith]
F[Deep Learning] --> G[TensorFlow]
F --> H[Keras]
F --> I[OpenCV]
J[RAG Systems] --> K[GraphRAG]
J --> L[ColBERT]
J --> M[BM25 Hybrid]
N[Backend] --> O[PostgreSQL]
N --> P[SQLAlchemy]
N --> Q[Streamlit]
Final Year Project — Lead Architect
(https://youtu.be/zeKYup9Rga8)
A clinical-grade AI system for automated MRI-based brain tumor segmentation and clinical report generation.
🔍 Click to explore project details
| Component | Details |
|---|---|
| 📥 Scan Ingestion | Automated MRI loading, preprocessing and normalization |
| 🔬 Multi-Class Detection | Glioma, meningioma, pituitary, no-tumor classification |
| 🎯 Boundary Segmentation | Pixel-level tumor boundaries via CNN encoder-decoder |
| 📋 Clinical Reports | Automated per-patient report generation |
| 🖥️ Interface | Diagnostic dashboard with visual annotation overlays |
End-to-End LangGraph Pipeline — Tech Lead
(https://youtu.be/Z2Cbma3yKYY)*
A fully autonomous GPA system with Streamlit Human-in-the-Loop dashboard — zero manual calculation.
🔍 Click to explore project details
| Component | Details |
|---|---|
| 📂 Data Source | Reads mark sheets directly from Google Drive |
| ✅ Validation Engine | 22 edge-case rules enforced via Pydantic v2 |
| 🧮 GPA Engine | HEC Pakistan formula — GPA and CGPA with letter grades |
| 🗄️ Data Layer | SQLAlchemy ORM to PostgreSQL / SQLite with audit trails |
| 📜 Transcripts | Auto-generates formatted student transcripts |
| 🖥️ Dashboard | Streamlit HITL review with approval workflow |
| 👥 Team | Led 3-engineer team with full GitHub branch and PR workflow |
Production System — In Active Development
(https://youtu.be/YpSCygFuMA8)
A production-grade university chatbot on a 6-specialist-agent LangGraph architecture with advanced retrieval.
🔍 Click to explore project details
| Component | Details |
|---|---|
| 🤖 Agent Architecture | 6 specialist agents: Admissions, Academic, Events, Library, General |
| 🔍 Hybrid Retrieval | ChromaDB dense + BM25 sparse via Reciprocal Rank Fusion |
| 🎯 Reranking | Cross-encoder reranking for precision-optimized results |
| 🕸️ GraphRAG | Knowledge graph-enhanced multi-hop retrieval |
| 🔄 CRAG | Corrective RAG for hallucination reduction |
| 🗂️ Parent-Child | Hierarchical chunk retrieval for context coherence |
| 🌐 Multilingual | Planned: English, Urdu, Pashto |
| 📊 Observability | Full tracing and evaluation via LangSmith |
Agentic AI
Deep Learning and ML
Backend and Databases
Tools
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║ ARIF'S AI JOURNEY ║
╠══════════════════════════════════════════════════════════════════════╣
║ 2022 ✦ Python from scratch • First algorithms • Curiosity ║
║ 2023 ✦ Feature Engineering • ML Algorithms • Real projects ║
║ 2024 ✦ Deep Learning • CNNs • Medical AI NeuroAI FYP ║
║ 2025 ✦ Agentic AI • LangGraph • Multi-Agent RAG Systems ║
║ 2026 ✦ BSCS Graduate • Production AI Systems • Remote Work ║
╚══════════════════════════════════════════════════════════════════════╝
Seeking remote AI Engineer and Agentic AI Engineer roles
If my work inspires you — a star on any repo means the world to me!