• Developed models for fashion‑related problems using Machine Learning and Deep Learning.
• Created and annotated datasets for problems using different tools for annotation teams.
• Created APIs for frontend and backend development of the system.
• Skilled in dockerizing models for smooth deployment, making sure everything runs efficiently and reliably.
• Fine-tuned and optimized large language models (LLMs) and transformers to improve performance on specific tasks, for example, Falcon, LlaMa, Alpaca.
• Fine-tuned the Falcon model on domain-specific datasets to improve summarization accuracy for legal documents.
• Developed a mental well-being model using Retrieval-Augmented Generation (RAG) and integrated Langchain to enhance results and streamline workflows.
• Collaborated with frontend and backend developers to integrate AI solutions into apps and web platforms.
• Designed, developed, optimized, and deployed machine learning models for various applications, including LLMs, image processing, and retail business.

• Developed models for segmentation and classification of multi-organ histopathology images.
• Fine-tuned state-of-the-art models to get better results on inputs.
• Documented findings in a comprehensive report and presented research outcomes to stakeholders.
• Played a key role in the organizing team, leading and delivering well-planned training sessions to support the comprehensive development of participants.

• I talked to users to understand what they want and need from our digital products.
• I designed interfaces that are easy to use and visually appealing.
• I collaborated with different teams like developers and marketers to ensure our designs meet everyone's goals.
• I tested our designs with real users and make changes based on their feedback to improve the user experience.

Thesis Title Enhancing Textual Similarity Measures Using Advanced Attention Mechanisms and Semantic Scaling

Thesis Title Segmentation of Overlapped/Clustered Nuclei from Multi Organ Histopathology Images

Authors Iqra Kiran, Basit Raza, Areesha Ijaz, Muazzam A Khan

Authors Areesha Ijaz, Basit Raza, Iqra Kiran, Abdul Waheed, Aadil Raza, Habib Shah, Sulaiman Aftan