Ahmed Saeed Umar
AI-focused Computer Science Student & Aspiring AI/ML Engineer
AI-focused CS student specializing in Deep Learning & LLMs. Skilled in Python, PyTorch, and full-stack dev with hands-on RAG and CV project experience.
About
AI-focused Computer Science undergraduate with hands-on experience in deep learning, computer vision, LLM application development, and full-stack web development. Seeking an AI/ML or software engineering internship where I can apply skills in Python, PyTorch, and LLM/RAG tooling to build impactful, data-driven solutions.
Skills
Languages: English
Education
BS Computer Science — Specialization in Artificial Intelligence
Sukkur IBA University
Experience
Computer Science Student / AI Developer · Sukkur IBA University
Aug 2023 – PresentPursuing a specialization in AI with a focus on Deep Learning and Machine Learning. Actively participating in speed programming competitions and hackathons, securing 2nd place in the SIBA TECH Speed Programming Competition.
Projects
Karachi Transport Planner — AI Search & Optimization
Implemented BFS, DFS, UCS, and A* over a Karachi graph; designed heuristics that reduced nodes expanded by 60%. Used Hill Climbing and Simulated Annealing for network optimization.
View project →RAG From Scratch — Retrieval-Augmented Generation over PDFs
Built a dependency-light RAG pipeline from first principles using custom overlapping chunking, 384-dim embeddings, and manual cosine-similarity retrieval with NumPy.
View project →Weather Image Classification — Vision Transformer
Fine-tuned a pretrained ViT-Base/16 on ~6,800 images, achieving 92.82% accuracy. Applied data augmentation and visualized transformer attention maps for interpretability.
View project →Web-Based Visual Recognition System
Built a full-stack face recognition web app using Flask REST API and MobileNetV2 via TFLite, reaching 89.7% accuracy on a custom image dataset.
View project →Decentralized Skill Exchange Platform
Engineered a peer-to-peer skill-trading app with Spring Boot RESTful APIs, Spring Security, and a React frontend backed by MongoDB.
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