Edwin Jose

AI product & solution architecture

Experience

IBM · Software Engineer Aug 2025 – Present

AI product engineering and open-source contributions, with a focus on Langflow core, backend components, and enterprise-scale use cases.

DataStax · AI Engineering Co-op Sep 2024 – Aug 2025

Langflow backend development, platform functionality, performance, and testing.

DataStax · AI Engineering Intern May – Aug 2024

Generative AI toolkit and browser-extension development using React and Plasmo.

Western Michigan University · Doctoral research & teaching From 2022

Quantum machine learning, optimization, and information retrieval research. Teaching assistance in programming, AI, machine learning, and NLP. PhD completed in 2026.

IIT Palakkad · Research Scholar Jan – Jul 2022

Natural language processing research with TensorFlow and BERT, including text classification and image-to-text generation.

HAILabs.ai · Co-founder & CTO Founded 2021

AI tutoring-system architecture and cloud platform development for personalized learning.

Cochin University of Science and Technology · Research appointments Oct 2020 – Dec 2021

Junior Research Fellow, Oct 2020 – Aug 2021: power-consumption anomaly detection. Research Fellow, Aug – Dec 2021: machine learning for underwater sound classification.

MyWays Life Layouts · Machine Learning Developer Intern Dec 2019 – Jul 2020

Natural language processing and machine learning for career recommendations, with deep-learning deployment on AWS EC2.

Selected open-source work

Langflow · Contributor

Agent systems, MCP integrations, backend components, testing, and contributor collaboration.

OpenRAG · Core contributor

Retrieval and orchestration, configuration, reproducible environments, and developer documentation.

Quoptuna · Founder & first-author researcher

Explainable quantum machine learning, hyperparameter optimization, backend and interface development, and documentation.

Education

PhD, Computer Science · Western Michigan University 2022 – 2026

Completed 2026.

MSc, Electronic Science · Cochin University of Science and Technology 2018 – 2020

First rank.

BSc, Physics, Mathematics & Electronics · Christ University 2015 – 2018

Selected publications

Browse the publication index

Technical toolkit

Python · Langflow · LangChain · MCP · Hugging Face · Transformers · FastAPI · Flask · Docker · AWS · MongoDB · scikit-learn · TensorFlow · Keras · Optuna · Hyperopt · PennyLane · Qiskit

Recognition

IBM Outstanding Technical Achievement Award (2026) · IBM TCAP Leader Award (2026) · IBM Open Source Strategic Committer credential · ICACCS Best Paper Award · IIT Delhi Social Innovation Challenge runner-up, Argus project.