Arnav Kumar

Background

About Arnav Kumar

I’m a Data Professional who builds intelligent automation systems, analytics pipelines, and ML-powered tools that actually ship. With hands-on experience across Python, SQL, and cloud-native deployment, I’ve delivered impactful solutions in finance, healthcare, and social impact from reconciling financial workflows saving 100+ hours/month to deploying GenAI-powered platforms like SmartDoc AI. My work spans • Data Automation & Engineering : Built ETL and financial reconciliation pipelines using Python/SQL, improving data quality and reporting accuracy across portfolios and audits. • Applied Machine Learning : Developed end-to-end ML/NLP systems (e.g, firearm detection, forecasting models, document intelligence) with real-world deployment in production apps. • Full-Stack AI Project : Delivered scalable apps with secure backends (FastAPI, JWT), intuitive dashboards (Streamlit), and containerized deployment (Docker). What sets me apart? I don’t just experiment with models, I build full systems that integrate ML, automation, and analytics, and I get them deployed where they make a difference. Looking for roles in: • AI/ML Engineering (NLP, LLM Apps, Deployment) • Data Engineering (ETL, Cloud, Automation) • Data Science (Forecasting, Predictive Modeling) • BI & Analytics (Dashboards, Reporting, Insights)