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MPhil Artificial Intelligence @ PUCIT, University of the Punjab
I work across the full AI stack — from training deep learning models and fine-tuning diffusion systems, to building production RAG pipelines and shipping full-stack applications. RAG is my deepest speciality but not my only gear.
Currently completing my MPhil in AI at PUCIT. I care about one thing: AI that actually works when you deploy it — evaluated, observable, and production-ready.
Current focus: Production RAG · Generative AI · Multimodal Systems
Background: Full Stack Engineering (MERN · FastAPI · Flutter)
Research: Published HAR paper · CNN-LSTM multimodal fusion
Next stop: AI Engineer roles — Lahore → Dubai → Ireland
AI & Machine Learning
Generative AI
RAG & Information Retrieval
Backend & Infrastructure
Web & Mobile
Languages
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Hybrid retrieval combining dense vector search (HuggingFace + Pinecone) and BM25, with Cohere reranking and Groq generation. Plug-and-play retriever/LLM architecture deployed via FastAPI + Docker + Streamlit.
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Fine-tuned SDXL (6.6B params) with LoRA Rank-32 on 5 photos per subject using 13 memory optimization techniques on a 15GB GPU. Full rembg + prior preservation pipeline.
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Systematic benchmarking of ResNet50, ViT-B/16, and Swin Transformer Tiny on CIFAR-100 using ImageNet pre-trained weights. Analyzed tradeoffs in convergence speed, memory, and generalization.
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Early vs Late Fusion CNN-LSTM for 12-class activity recognition across smartphone, smartwatch, and smart glasses sensor streams. LOSO subject-independent validation on CogAge dataset.
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Pre-trained TTS deep learning models integrated via Flask backend for high-fidelity voice cloning from reference audio. Cross-platform Flutter mobile app with Firebase auth, audio storage, and real-time sync.
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Comparative study of RNN baseline vs CLIP+GPT-2 vs BLIP on Flickr30K. Demonstrates the full evolution from statistical to multimodal approaches in image captioning.
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2023 – 2024 Freelance Full Stack Developer · Fiverr (Remote)
Built full-stack data management system for Switzerland-based client
MERN stack · database architecture → React frontend → cloud deployment
Domain config · REST API integration · secure data handling
2025 Dec IBM Full Stack Software Developer Professional Certificate
Coursera · Issued by IBM · Verified on Credly
2021 – 2025 BS Software Engineering
University of Lahore
2025 – Present MPhil Artificial Intelligence
PUCIT, University of the Punjab · Lahore
"The question of whether a computer can think is no more interesting
than the question of whether a submarine can swim."
— Edsger W. Dijkstra
Currently open to AI Engineer and Full Stack roles in Lahore and Dubai.
