Muhammad Awais
@muhammadawais44
I build production LLM applications, full-stack web platforms, and native Android features.
PakistanWhat I'm looking for
At Ember AI, I build and maintain LLM-powered products including a Node.js Slack assistant and a Python/React AI assessment platform. I migrated a production pipeline from GPT-4o to GPT-4.1-mini, reducing costs while preserving extraction accuracy, and built Langfuse CI evaluation gates to catch quality regressions before merge.
I've also delivered full-stack applications at AlgoSnap Inc using React, Next.js, Node, Express, PostgreSQL, and MongoDB, owning schemas, APIs, authentication, and responsive UI. Previously at Craftooo, I developed native Android features in Kotlin with Jetpack Compose, Firebase, and media handling.
Experience
Work history, roles, and key accomplishments
Full Stack & AI Engineer
Ember AI
Nov 2025 - Present (9 months)
Build and maintain LLM-powered products across a Node.js Slack assistant and a Python/React AI assessment platform. Migrated a production LLM pipeline from GPT-4o to GPT-4.1-mini, cutting costs while holding extraction accuracy, and built a Langfuse CI experiment for automated evals.
Education
Degrees, certifications, and relevant coursework
University of the Punjab
Bachelor of Science, Computer Science
Pursued a degree in Computer Science, focusing on software engineering and artificial intelligence.
Availability
Location
PakistanAuthorized to work in
Job categories
Skills
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