Open to opportunities

Munsif Ahamed

@munsifahamed

Message

I build production LLM agents and AI backends that safely automate real-world workflows.

Sri Lanka

Message

What I'm looking for

I'm looking for a remote AI engineering role where I can build reliable production LLM agents and AI products end to end, from backend architecture and evaluation to deployment, observability, and user-facing experiences.

I've built two production AI systems: Kasefra, a UAE personal-finance platform with Loky, an agentic assistant, and Paralegal Translate, a live tri-lingual legal-document translation service. At Kasefra, I was the sole engineer across backend, web, mobile, and AI, building 21 modular feature areas and 28 user-scoped agent tools.

I design LLM systems that can take real actions safely, using tool calling, human confirmation for writes, durable PostgreSQL checkpointing, prompt-injection protection, evaluation suites, and production cost instrumentation. For Paralegal Translate, I built a seven-stage DSPy translation pipeline and queue-coordinated backend that processes long legal documents reliably.

I've also built RAG tutoring, automated grading, and high-performance CUDA/MPI machine-learning systems, combining Python, FastAPI, LangGraph, PostgreSQL, Docker, and cloud infrastructure to take AI products from prototype to production.

Experience

Work history, roles, and key accomplishments

AI Engineer

KASEFRA.IO

Sep 2025 - Jul 2026 (10 months)

Sole engineer for a UAE personal-finance platform, building the MVP end to end and developing an agentic AI assistant with tool calling and human-in-the-loop confirmation. Instrumented production with cost metrics and implemented CI/CD.