Python for Beginners

Databases and SQL for Data Science with Python

Agile Dev Practices: SDLC & Project Management

Python Basics

Fundamentals of AI Agents Using RAG and LangChain

Introduction to Containers w/ Docker, Kubernetes & OpenShift

Getting Started with Git and GitHub

Generative AI for Everyone

Machine Learning

Supervised Machine Learning: Regression and Classification

• Developed Kasefra, a personal finance platform, as the sole engineer overseeing backend, web, mobile, and AI components. • Loky is a tool-calling LangGraph agent with 28 user-scoped tools that answers from the user's live financial data rather than model memory. It can also write — logging transactions, updating budgets, marking bills paid — but every write pauses for explicit confirmation via LangGraph's interrupt(), checkpointed to PostgreSQL so it resumes safely across workers. Underneath: a 21-module FastAPI modular monolith, a self-hosted LLM gateway with fallback routing and per-turn cost attribution, prompt-injection guardrails, and GitHub Actions CI where tests gate the container build.  Internally deployed and demo-ready. Stack: Python, FastAPI, LangGraph, PostgreSQL, Redis, Docker, Prometheus, Next.js, React Native

AI Engineer

• Scaled system throughput and eliminated UI blocking by engineering an asynchronous translation engine using Celery and Redis, fine-tuning worker concurrency, prefetch limits, and timeouts through rigorous load testing. • Guaranteed high-reliability processing for massive legal documents by designing a robust ingestion pipeline with precise page-level chunking, automated retries, and sequential output validation. • Significantly improved LLM output quality and prompt maintainability by migrating legacy direct-API calls to structured DSPy modules, establishing a modular framework for AI evaluation. • Unblocked deep MLOps observability and cost control by integrating MongoDB to track token consumption, log intermediate LLM execution traces, and rapidly debug pipeline bottlenecks. • Secured revenue flows and protected user trust by architecting PostgreSQL-backed transactional systems that handled real-time credit deductions, Stripe payments, and automated refund logic during failure stat

Software Engineer Intern

Founder

I'm building Qenot, a study space where college students read, ask,
practice and remember every class in one place.

Know about Ahamed Munsif's work experience, education, and much more. Ahamed Munsif

Ahamed Munsif

I'm building Qenot, a study space where college students read, ask, practice and remember every class in one place.