Experience
Professional Experience
Jan 2024- Present
Software Engineer ML
Florida Blue
Jacksonville, FL, USA
I engineered an innovative customer-facing chatbot utilizing the Mistral 7b Large Language Model (LLM). By integrating Retrieval-Augmented Generation (RAG), I significantly enhanced its capacity to deliver accurate, timely responses to healthcare inquiries, boosting user satisfaction by 20% while minimizing response latency.
Leveraging a Vector Database (Elastic),
I transformed vast healthcare datasets into accessible, contextually relevant information through advanced embeddings models. Additionally, I introduced contextual memory to facilitate more fluid and meaningful conversations. This project exemplifies my expertise in harnessing NLP and Generative AI technologies to create intelligent, user-centric solutions that align with current market demands.
Feb 2020 - May 2022
Data Scientist
Aditya Birla Group
Bangalore, India
I transformed unstructured data into actionable insights by programming advanced machine learning algorithms like regression and clustering in Python. By coding Python scripts with pandas libraries, I achieved a significant 15% reduction in inventory costs through data analysis.
​
My expertise in SQL allowed me to establish robust ETL data pipelines, optimizing logistics models and generating $25 million in savings. I also innovated by developing Python prototypes deployed on AWS, leading to an impressive 80% reduction in compute time.
​
Education
2022- 2023
University of Texas at Austin
Masters of Science in Business Analytics
Austin, USA
I gained a strong foundation in business analytics principles and programming languages. I had coursework in statistics and machine learning domains, and also undertook multiple academic projects, which further supplemented my knowledge the in data science discipline.
2016 - 2020
VIT University
Bachelors of Technology in Electrical and Electronics Engineering
Chennai, India
I specialized in engineering learning optimization and neural network. I worked on several projects involving natural language processing and computer vision, and gained experience working with large-scale datasets.
Professional Skillset
Machine Learning
Generative AI
NLP
Artificial Intelligence
Stakeholder Management
Agile Methodology
Programming Language / Software
SQL
Python
Elastic Search
Tableau
Advanced Excel
C / C++