Open to opportunities

Musab Sarmad

@musabsarmad

Message

I build AI/ML backends and RAG systems to turn data into products.

Pakistan

Message

What I'm looking for

I’m looking for an entry-level role where I can build RAG and chatbot systems, ship scalable FastAPI/REST backends, and collaborate in agile teams to turn ML models into real user value.

I’m a software engineering and AI/ML-focused builder who enjoys turning messy data into usable experiences—especially through chatbots, personalization, and Retrieval-Augmented Generation (RAG). During my Chatbot Developer Intern work at JupiterCloudLab, I designed a multi-provider RAG pipeline in Python with FAISS, LangChain, and OpenAI-compatible APIs for efficient vector search and retrieval.

I also enjoy end-to-end problem solving: from modeling and debugging to shipping production-oriented services. I built and containerized scalable REST APIs (Python, Docker/Docker Compose) for AI workflows, and collaborated with senior engineers on client-facing proof-of-concepts, including code reviews, debugging sessions, and technical documentation.

More recently, as a Software Engineering Fellow at HeadStarterAI, I implemented ranking algorithms for a personalization/recommendation system and developed a conversational chatbot feature end-to-end—from prototyping through testing and iteration—while working in a distributed team with Git-based workflows and agile sprints. My projects reflect the same drive to build from first principles, whether it’s a neural-network self-driving simulation or an OpenAI-powered multi-agent RAG chatbot.

Experience

Work history, roles, and key accomplishments

Chatbot Developer Intern

JupiterCloudLab

Nov 2025 - Feb 2026 (3 months)

Designed and built a multi-provider RAG pipeline in Python for vector search and retrieval, using FAISS, LangChain, and OpenAI-compatible APIs. Developed ensemble ML models for wearable sensor data fusion and built containerized REST APIs for production-oriented AI workflows.

Python Retrieval Augmented Generation (RAG)Faiss Lang Chain OpenAI API Vector Search Sensor Fusion Human Activity Recognition REST APIs Docker Docker Compose Git Technical Documentation Sensor Fusion

Software Engineering Fellow

HeadStarterAI

Jul 2024 - Sep 2024 (2 months)

Built backend logic for a personalization/recommendation system using ranking algorithms and developed a conversational chatbot feature end-to-end to improve user onboarding. Collaborated in a distributed team using Git-based workflows and agile sprints, translating product requirements into technical proofs-of-concept.

Backend Development Recommendation Systems Chatbot Sprints Prototyping Testing Proofs Of Concept

Education

Degrees, certifications, and relevant coursework

FAST-NUCES Lahore

Bachelor of Science in Financial Technology, Financial Technology

2023 - 2027

Pursuing a Bachelor of Science in Financial Technology, with coursework including Data Structures and Algorithms, Business Research and Data Mining, Web Development, Object-Oriented Programming, and Database Systems.