Muwonge Lawrence@muwonge-lawrence

Events attended

Submissions made

3+ years of experience

About me

I am a passionate Machine Learning DevOps Engineer and Full Stack Developer with 4+ years of experience building and deploying innovative, data-driven solutions that enhance organizational performance and solve real-world challenges. My expertise spans MLOps, LLM systems integration, scalable backend development, and AI-powered mobile/web platforms. I thrive at the intersection of AI, DevOps, and software engineering, with a focus on deploying and optimizing machine learning models in production environments. I’m currently expanding my expertise in local Large Language Model (LLM) orchestration — running and connecting models like Llama and Mistral locally to Onyx systems for secure, health-focused AI applications. I’m a fast learner, critical thinker, and strong collaborator dedicated to leveraging technology for meaningful impact, particularly in healthcare innovation and equitable access to AI in Africa.

Socials

🔥 Own Projects

mlcrcscan

This was developed to assist Radiologists to screen medical images for early detection of colorectal cancer and then come up with a prediction that can aid the nurse or doctor come up with the right prescriptions to the patient’s situational problem.

Breast Cancer Detection

This was developed to assist Radiologists to screen mammogram images for early detection of breast cancer and then come up with a prediction that can aid the nurse or doctor come up with the right prescriptions to the patient’s situational problem.

BodaGuy

BodaGuy is a logistics solution designed to provide quick, reliable, and eco-friendly delivery services for individuals and small businesses in Kampala.

👌 Attended Hackathons

Deriv AI Talent Sprint

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.