Ikramul Kayes
Junior AI Automation Engineer
Dhaka, Dhaka Division, Bangladesh
Summary
🤩
Rockstar🎓
Top SchoolIkramul Kayes is a Backend and AI Engineer with five years of full-stack and ML-focused experience, currently building AI-native products and leading client projects at AI Buddy Catalyst Labs. He designs production-grade RAG pipelines and open-sourced insta_rag (500+ stars), demonstrating both community impact and practical expertise in LLM integration, vector DBs, and retrieval optimization. As a freelancer he has shipped end-to-end systems—from web scrapers and EdTech backends to CI/CD on Azure—using Node.js, FastAPI, Svelte/React, Docker and Kubernetes. He also has hands-on ML experience with TensorFlow, PyTorch and computer vision, plus published NLP research on low-resource languages (AACL 2025). A hackathon finalist and NASA Space Apps runner-up, he blends product thinking with technical depth and enjoys turning ambiguous AI problems into usable, scalable solutions.
4 years of coding experience
1 year of employment as a software developer
H.S.C, Science, 5.00, H.S.C, Science, 5.00 at Bangladesh Navy School & College, DhakaBachelor's degree, Computer Engineering, 3.93, Bachelor's degree, Computer Engineering, 3.93 at BRAC University
Github Skills (10)
kubernetes10
glossary10
cloud-native10
python2
github2
azure1
cloud-computing1
arm-templates1
natural-language-processing1
cosmosdb1
Programming languages (9)
Github contributions (5)
ikramulkayes/Python_season2
Oct 2021 - Jun 2022
Contributions:259 commits, 101 pushes, 1 branch in 8 months
ikramulkayes/ikramulkayes
Sep 2021 - Jun 2024
Contributions:31 pushes, 1 branch in 2 years 9 months
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