Hi, I'm Ali Muhammad Asad.

I am a Computer Science Graduate from Habib University with a passion for building intelligent systems and automating complex workflows. My journey has taken me from academic research to optimizing enterprise processes.

Currently, I work as a Data Associate at Habib University in the COO's Office, where I leverage the institution's data to drive strategic decision-making and operational efficiency. I've also worked as an Assistant Manager - Process Automations at Alkaram Studio, where I leveraged full-stack technologies and AI to streamline operations. Previously, I enhanced academic retrieval systems using Chatbots and Analysis tools as an MT at Habib University (Office of Institutional Research).

I am deeply invested in Agentic RAG, Machine Learning, and Cloud Native Development, constantly pushing the boundaries of what automated systems can achieve.

Apart from work, I enjoy gaming (Minecraft, No Man's Sky, Hollow Knight and Silksong, Valorant, and Rocket League), music (Piano, Violin), and much more!

Habib University (COO's Office) | Data Associate

• Spearheading data-driven initiatives to optimize university operations and strategic planning.
• Developing dashboards and reports to provide actionable insights for the COO and executive team.
• Collaborating with cross-functional teams to implement data solutions that enhance decision-making and operational efficiency.

Alkaram Studio | Assistant Manager - Process Automations

• Driving digital transformation by building full-stack web applications and automating workflows using.
• Implementing data analysis pipelines and optimizing business processes.
• Built a full-stack web application for image generation, where an AI agent generates images based on user prompts, and reference images of garment designs, backgrounds, and models. The application is capable of generating high-quality images for marketing and design purposes, along with editing and modifying the pose, background, style, and text on the images, significantly reducing the time and effort required for content creation.

Habib University | Management Trainee (OIR)

• Lead the development of a multi-agent RAG Agent for academic data, including course and instructor evaluations, teacher profiles, course learning outcomes, and course grades - offering faster insights, and improved analytics for academic improvement.
• Designed and implemented the data architecture for the chatbot; MongoDB for structured storage of data, Atlas Cloud Vector Search for qualitative data indexing, and a custom-built RAG pipeline with intent-based tool selection for numerical, statistical, and qualitative analysis.
• Contributing to automation initiatives for departmental tasks across the university to improve efficiency.

• 🔭 Building scalable Agentic RAG systems and fine-tuning LLMs/DL models.
• 🌱 Deepening knowledge in Cloud Native Development , DevOps, and MLOps.
• 🥅 Goals: Mastering Cloud Architecture, and deploying production-grade AI agents.