I am a Senior AI Engineer with 4 years of experience building production LLM agent systems and the platforms that run them: LangGraph and LangChain workflows, MCP integrations, RAG over vector databases and multi-tenant FastAPI and Next.js apps deployed on AWS. My MS thesis introduced a novel GAN architecture that outperforms 14 published baselines, so I build models as well as integrate them.
Oct 2026 - Present
COMSATS University Islamabad(CUI), Lahore Campus
Thesis: GAN-based spatio-temporal fusion of drone and satellite imagery for precision agriculture. Relevant courses included Advanced Computer Vision, Pattern Recognition, Machine Learning and AI.
COMSATS University Islamabad(CUI), Lahore Campus
Relevant Courses included Data Structures and Algorithms, Computer Vision and Artificial Intelligence.
Some of my production work is under NDA. I'm happy to walk through the architecture and my contribution in an interview.
End-to-end farm and agri-project platform serving individual farms through to sugar and wheat mills, with web and Play Store mobile apps. GPS boundary mapping, crop-health classification via Google Earth Engine, geo-tagged task verification, weather alerts, yield forecasting and stakeholder dashboards.
WhatsApp-first multi-tenant SaaS where real estate agents run their entire lead, buyer and listing pipeline through chat. Claude drives lead qualification and daily agent briefings, and pgvector matches buyers to listings semantically. Includes tenant-scoped RBAC, 2FA, Playwright listing ingestion and Stripe usage metering.
Chat-with-your-PDF study platform. Answers carry page citations that open the PDF at the exact page, and each document also generates summaries, flashcards and quizzes. A durable Inngest pipeline handles parsing, chunking, embedding and generation with retries. The AI layer is provider-agnostic (OpenAI or Gemini) with bring-your-own-key and AES-256-GCM encrypted keys.
Conversational health assistant: describe symptoms, get pointed to the right specialist with urgency flags (information only, never a diagnosis), then book an appointment or set a medicine reminder in one chat. A tool-calling agent uses a propose-then-confirm design, so nothing is written until the user confirms.
GAN framework fusing drone imagery with 10 m Sentinel-2 data, using a spectral attention encoder and a multi-task segmentation head for weed, lodging and boundary detection. Reaches 32.94 dB PSNR on a self-collected set of 11,325 annotated patch pairs, and runs CPU-only after INT8 quantisation (230 MB, down from 850 MB).
CT image analysis comparing a CNN with an SVM + HOG baseline, served through Gradio.
Python · CNN · SVM · Gradio
Official website for TEDxCOMSATS Lahore 2024, built as part of the Web & IT team.
Next.js · TypeScript · Framer Motion · Tailwind
NFT marketplace on Ethereum where creators mint and collectors trade digital art.
Next.js · TypeScript · Ethereum · IPFS
Media server for streaming and managing digital content. Minimal HTTP API to upload media to disk and serve it
Express · Javascript