Muhammad Faizan Asim

• Architecting and building Mira: a conversational AI agent (GPT-4o, LangChain, RAG) that automates end-to-end hospitality operations, staff workflows, real-time feedback, and service delivery.
• Designing privacy-first, scalable backend infrastructure for 24/7 multi-region operations across the UK, UAE, and Europe.
• Sitting directly with the founding team on product roadmap, architecture decisions, and international expansion.

• Own the full technology strategy, architecture, and engineering standards across all products.
• Overseeing backend systems, AI-augmented pipelines, cloud infrastructure, and team growth.

• Secured Google Cloud credits and grants for startups through deep Google ecosystem relationships.
• Coordinated speakers, mentors, and volunteers to deliver impactful sessions across DevRel and open source.
• Forged partnerships with universities, Google Developer Groups, and sponsors to grow community reach.

• Built the Green AI Chatbot: a RAG-powered assistant (PDF-to-vector pipeline, ChromaDB, React + FastAPI) helping Pakistani citizens navigate a nationwide government credit scheme — live in production.
• Built the e-bike and bicycle real-time tracking system from scratch: Google Maps API geolocation, 5,000+ DAU on PITB government infrastructure.
• Enhanced government websites with community forms, admin panels, and secure session flows.
• Improved performance and reliability of MRV and other critical modules.

Live platform: greencredit.punjab.gov.pk

• Built the full platform from scratch: geospatial job matching, Google Maps API integration, crew dispatch, homeowner booking, and service provider management.
• Secured Canadian government innovation grants for the startup, contributing at the founder level beyond engineering.
• Hold equity in the business in recognition of system architecture ownership and grant acquisition.

• Auto Dropshipper (Founding Engineer, equity): AI-powered platform using GPT-4 and LangChain to autonomously find high-margin eBay products, generate optimised listings, and publish them automatically. Live commercial product with paying clients.
• Matrix Portal: RAG-based AI chatbot (Llama, ChromaDB) for a school learning platform — 500+ students served with real-time academic assistance.
• Healthcare Chatbot: custom RAG dataset, improved patient information accessibility by 45%.
• MERN accessories sales platform for a Spanish client that boosted online sales by 40%.

• Experimented with LLM-driven features and multi-step AI pipelines.
• Enhanced understanding of production constraints, observability, and performance.

• Designed and trained models with YOLOv8 and FastSAM for detection and segmentation tasks.
• Deployed Hugging Face models across real-world applications.
• Optimised pipelines for accuracy, latency, and robustness.

• Designed prompts and flows for LLM-backed applications.
• Collaborated with teams to integrate GenAI with existing enterprise systems.

• Delivered lab support, assignment guidance, and concept clarifications.
• Provided mentorship on problem solving and coding best practices.
• Coordinated with faculty as class representative to keep communication smooth.