
Muhammad S. Bilal
Software Engineer | AI/ML Enthusiast | Biomedical Engineering Background
Building intelligent systems at the intersection of healthcare and technology. Preparing for MSc Data Science (Sept 2026) while exploring AI/LLM integration.
About Me

My journey from biomedical engineering to software development has given me a unique perspective on building data-driven systems. I graduated with a BEng in Biomedical Engineering, where I worked on ECG signal processing and medical imaging—laying the foundation for my analytical approach to problem-solving.
I spent over a year at the NHS as a Software Data Analyst, building healthcare solutions that supported 500,000+ patients annually. I designed patient workflow systems, maintained databases for 50,000+ records, and created automated reporting tools that improved clinical efficiency by 60%. Working directly with healthcare professionals showed me how impactful well-designed data systems can be.
For the past three years at PrettyLittleThing, I've led frontend engineering initiatives—migrating design systems that improved web performance by 20%, architecting scalable TypeScript interfaces that reduced API bugs by 40%, and mentoring junior developers to improve code quality by 30%. I thrive on solving complex problems in fast-paced, team-driven environments.
Now, I'm returning to my roots in data and analytics. I'm actively learning AI/ML fundamentals—working with LLMs, building RAG applications, and exploring TensorFlow.js—while preparing for an MSc in Data Science starting September 2026. My goal is to work at the intersection of software engineering and intelligent systems, particularly in healthcare and high-impact domains.
Frontend Engineering
React, TypeScript, Next.js, Tailwind CSS
Backend & Data
Node.js, PostgreSQL, REST APIs, Express
AI/ML (Learning)
OpenAI API, LangChain.js, TensorFlow.js, RAG
Skills & Expertise
Core Technologies
Currently Learning
Tools & Platforms
Also familiar with: React Testing Library, Chromatic, Contentful CMS, CI/CD (GitHub Actions), Vercel, PHP, jQuery, and more

