Looking for a job

Muhammed Essa

@muhammedessa

Message

I build ML models and production backends for healthcare and predictive analytics.

Pakistan

Message

What I'm looking for

I'm looking to build production AI and backend systems, especially healthcare or predictive-analytics products, while growing through cross-functional collaboration and hands-on machine learning work.

I've architected and built the backend for HealthNode, PM Accelerator's live healthcare product, shipping its MVP to production. I design APIs and data models for patient and health-data workflows while building AI-driven features for upcoming releases.

Since 2023, I've built and shipped machine-learning models for predictive-analytics projects with Sparkcis. I've also integrated AI features into client and side projects and advised teammates on model selection and tooling.

I built a retrieval-based medical AI chatbot using a Kaggle medical Q&A dataset, TF-IDF vectorization, and cosine similarity. It achieved approximately 89% accuracy on a held-out test set.

I'm pursuing a BS in Artificial Intelligence at Iqra University, with coursework in deep learning, computer architecture, and networking. I enjoy turning ML prototypes into practical systems using Python, FastAPI, Node.js, and production-focused tooling.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer Intern, Lead Backend Dev.

Current

PM Accelerator

Jun 2026 - Present (4 months)

Architected and built the backend for HealthNode, PM Accelerator's healthcare product, from the ground up and shipped the MVP to production. Designed APIs and data models supporting core patient and health-data workflows, and currently building AI-driven features for the next release cycle.

fastAPI REST APIs AI Machine Learning Backend Development Healthcare

Education

Degrees, certifications, and relevant coursework

Iqra University

Bachelor of Science, Artificial Intelligence

Activities and societies: Participated in national AI competitions; developed AI model prototypes.

Pursuing a Bachelor of Science in Artificial Intelligence with coursework in deep learning, computer architecture, and networking. Participated in national AI competitions and developed AI model prototypes.