
Uthhra Ganapathy
@uthhraganapathy
I build production-style RAG and agentic AI systems grounded in strong data engineering experience.
What I'm looking for
I build production-style RAG and agentic AI applications, drawing on more than six years of data engineering and analytics experience.
For my Enterprise Knowledge Assistant capstone at IIT Patna, I built a document Q&A system using LangChain, FAISS, BM25 search, Reciprocal Rank Fusion, LLM reranking, and citation-based grounding to reduce hallucinations.
I also added history-aware query rewriting, SQLite-backed multi-turn memory, a Streamlit interface, retrieval inspection, and deployment-ready environment settings.
In my current work at Merit Data & Technology, I develop Python data tools, transform client file data, build Snowflake connections through SQLAlchemy, and document workflows. My background also includes leading analytics delivery at Tickmarks and building Power BI, SQL, ETL, and Azure-based reporting solutions at Infosys and Dun & Bradstreet.
Experience
Work history, roles, and key accomplishments
Data Analyst / Python Developer
Merit Data & Technology
Sep 2023 - Present (3 years 1 month)
Design and develop end-to-end data tools tailored to client needs using Python. Validate and transform file data formats, build backend connections to Snowflake via SQLAlchemy ORM, and prepare technical documentation.
Team Lead – Analytics & BI
Tickmarks Inc
Jan 2023 - Apr 2023 (3 months)
Led a data analytics team delivering financial planning & analysis for clients. Administered Power BI services and built dashboards and predictive analysis reports.
Gathered requirements from business stakeholders and built data models and KPIs in Power BI. Developed ETL processes integrating SQL databases and Azure Data Services, and automated data refresh and report distribution.
Technical Support Specialist
Amazon India Pvt Ltd
Aug 2020 - Jan 2021 (5 months)
Provided technical support for Amazon smart devices (Alexa, Kindle, Fire tablet) and troubleshot issues remotely.
Analyzed and cleansed large datasets, building Power BI dashboards with complex DAX and row-level security. Performed data validation using SQL and built a financial risk tool for a credit bureau client.
Education
Degrees, certifications, and relevant coursework
Anna University
MBA, Human Resource Management
2015 - 2017
Pursued an MBA in Human Resource Management at Anna University, Chennai, from 2015 to 2017.
Anand Institute of Higher Technology
B.E., Electronics & Instrumentation Engineering
2010 - 2014
Earned a Bachelor of Engineering in Electronics & Instrumentation Engineering from Anand Institute of Higher Technology, Chennai, from 2010 to 2014.
IIIT Bangalore
PG Diploma, Data Science
Completed a PG Diploma in Data Science from IIIT Bangalore.
IIT Patna
Certification, Generative AI & Agentic AI
Completed the Generative AI & Agentic AI for Developers certification at IIT Patna, covering agentic architectures, LangGraph, and the Model Context Protocol.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Skills
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