Final-year B.Tech (AI & Data Science) at Karunya Institute of Technology & Sciences. AI Research Intern @ Tech Vaseegrah, President of the IITM Build Club (KITS), and an incoming Systems Engineer @ Infosys.
I build machine-learning systems and the infrastructure to run them — taking a problem from raw data and model all the way to a containerized, cloud-deployed product people can actually use. Right now I'm going deep on LLM / RAG pipelines and developer tooling.
role AI / ML · DevOps · Cloud Engineer
focus LLM / RAG systems · MLOps · open-source dev tooling
based Tamil Nadu, India
status open to AI/ML Engineer & Research Engineer roles
Languages
Machine Learning & Deep Learning
Backend & Data
Frontend
DevOps & Cloud
Tooling
| Project | What it does | Built with |
|---|---|---|
Flakehound · open source |
Python CLI + pytest plugin that pinpoints why a test is flaky — root-cause localization via spectrum-based fault analysis and AST-level nondeterminism scanning, not just a flaky/not-flaky verdict. A genuinely open gap in the dev-tooling space. | Python · pytest · AST |
| CareerOS · live ↗ | Full-stack AI career platform — résumé / JD analysis through LangChain pipelines, served by a React + FastAPI app, fully containerized and deployed to the cloud. | React · FastAPI · LangChain · Postgres · Redis · Docker · K8s · AWS |
| ChronoML | Reinforcement-learning framework that models agent behaviour over time, with a live Streamlit dashboard of training rewards. | PyTorch · Stable-Baselines3 |
| What-If Attrition Intelligence | Predicts employee attrition, explains every prediction with SHAP, and runs constraint-aware counterfactual "what-if" simulations. | scikit-learn · SHAP · Streamlit |
| Weed Detection (CV) | CNN that detects weeds from crop imagery, shipped behind a web UI with the trained model bundled in. | TensorFlow · Keras · OpenCV |
| Climate Change Analysis | End-to-end EDA on climate data with a written report and an interactive app. | pandas · Matplotlib · Streamlit |
Research — co-author, Quantum-GAN for ECG synthesis (IEEE): quantum-inspired generative modelling for biomedical signals.
● flakehound.service active (building) root-cause localization for flaky tests
● careeros.service active (deployed) full-stack AI career platform · LLM/RAG
● infosys-onboarding.timer scheduled incoming Systems Engineer (Mysuru)
● learning.target active LLMs · RAG · MLOps · cloud architecture
portfolio https://aronjose2005.github.io
linkedin https://www.linkedin.com/in/aron-jose001
email aronjose535@gmail.com
$ exit 0 — résumé available on request. Happy to walk through any project above.