I am a Computer Science graduate from National University of Sciences and Technology (NUST), passionate about working on projects related to Generative AI and Natural Language Processing. I am especially interested in exploring the intersection of AI and Public Policy, aiming to contribute to responsible and impactful AI solutions.
Currently, I am enrolled in the Oxford Machine Learning Summer School, expanding my knowledge on use cases of Generative AI by attending lectures from leading industry researchers.
- π Iβve completed my Final Year Design Project: Tracefy β an AI-powered system for generating realistic criminal sketches from sketches + descriptive prompts.
- π€ Iβm looking to collaborate on AI for social good, open-source AI tools and tech-for-policy initiatives.
- π Fun fact: Iβve represented Pakistan as a Cultural Ambassador in the United States.
- π View all my projects
Listed below are some of the projects I have completed during my studies. You can view the repository of each project for a deeper understanding of the workflow and implementation details.
- π Tracefy:
An AI-powered application that converts input line art to refined sketches using CycleGAN and generates photorealistic faces with ControlNet-guided FLUX.1-dev diffusion models conditioned on text prompts and refined sketches. - βοΈ Writing Style Analysis Task:
RoBERTa fine-tuned with Low-Rank Adaptation (LoRA) to detect change in writing style at the paragraph level; achieved an F1 score of 0.80. - π± LandUseAI Advisor:
A Gemini-powered chatbot that delivers personalized land-use recommendations using a Retrieval-Augmented Generation (RAG) approach. - π¨ Hotel Recommendation System:
A content-based recommendation model that utilizes TF-IDF scores to extract top tags for hotels from the Hotel Reviews Dataset. - π΅ Spotify Features:
Implemented core Spotify features in C++ using hash tables, binary search trees, and heap data structures for song search, popularity analysis, genre grouping, and artist word-search grid.
Languages | Machine Learning / AI | NLP | Databases | Cloud |
---|---|---|---|---|
LoRA fine-tuning, RAG |
- π Stanford University β Supervised Machine Learning (Coursera)
- π AWS Certified Developer Associate β In progress
- π Go Programming β Educative Certification
- π Oxford Machine Learning Summer School β In progress