Headline

Data Scientist | Agentic AI & LLM Orchestration | RAG • Multi-Agent Systems • Propensity Modelling | Building Production AI @ CommBank | Ex-Zeta | 7+ YoE in Banking & Fintech AI

About

At Commonwealth Bank, contributed to developing advanced AI systems, including a multi-agent Intent Router for 1,000+ bankers and RAG pipelines optimized for customer-facing agents. Delivered lending propensity scores using tools like XGBoost and H2O Driverless AI, achieving 86% Gini for campaign targeting and 95% groundedness with retrieval optimization. Holds a Bachelor's degree in Aeronautical/Aerospace Engineering Technology from the Institute of Aeronautical Engineering. Skilled in data engineering, feature engineering, and statistical data analysis, with a focus on building explainable and production-grade AI systems for responsible decision-making in banking and fintech.

Location

Bengaluru

AI stack

claude code

github copilot

hugging face

langfuse

langgraph

huggingface

Work experience

Data Scientist at Commonwealth Bank, Jun 2023 - Present · 3 yrs 5 mos, Bengaluru, Serving 1,000+ bankers: architected a multi-agent Intent Router (Semantic Kernel, LangGraph, Google-ADK) with LLM-as-a-Judge evaluation and production AI guardrails. 86% Gini: delivered lending propensity scores (XGBoost, H2O Driverless AI) driving campaign targeting uplift. 95% groundedness: designed RAG pipelines with vector search and retrieval optimization for customer-facing agents.

Data Scientist at Zeta Suite, Oct 2020 - Apr 2023 · 2 yrs 7 mos, Bengaluru, Karnataka, India

CAE Engineer at Semcon, Feb 2019 - Mar 2020 · 1 yr 2 mos, Bengaluru, Karnataka, India

CAE Engineer at Cadmaxx Solutions Pvt Ltd, Mar 2018 - Feb 2019 · 1 yr, Bengaluru, Karnataka, India

Education

Bachelor's degree, Aeronautical/Aerospace Engineering Technology/Technician, Institute of Aeronautical engineering