Aakash Balyan abalyan2395

Machine Learning Engineer | Site Reliability Engineer | M.S. Data Analytics @ Clark University

Achievements

abalyan2395 /README.md

💻 I’m a Machine Learning, Data Analytics and Site Reliability professional with 7+ years of technology experience.
🏢 I previously worked at Xtelify (Bharti Airtel) and Infosys, building and supporting large-scale production and data systems.
🏆 I won 1st place at the ODSC AI x Zerve Datathon by building a product-upgrade prediction system using 3.5 million rows of data.
🤖 I built and deployed production RAG and LLM solutions using vLLM and Milvus.
⚙️ I scaled Apache Airflow for 500+ users and worked with Kubernetes, OpenShift, Docker, CI/CD and observability technologies.
📊 I’m interested in product analytics, customer behavior, statistical modeling, machine learning and data visualization.
📈 My projects include product-funnel analytics, global life-expectancy regression and an intelligent service-reliability platform.
🎓 I’m pursuing an M.S. in Data Analytics at Clark University, graduating in December 2026.
📫 Reach me by email, connect with me on LinkedIn or read my articles on Medium.

product-upgrade-intelligence product-upgrade-intelligence Public

1st-place ODSC AI x Zerve Datathon solution using leakage-safe feature engineering, nine-stage funnel analytics and LightGBM upgrade prediction.

Python
global-life-expectancy-regression global-life-expectancy-regression Public

Reproducible R analysis of global life expectancy using multiple linear regression, model selection, diagnostics, and robust methods.

R
socialquest-ai socialquest-ai Public

AI-powered social-skills practice platform with interactive scenarios, emotional-regulation activities and educator progress tools.

TypeScript