Nitigya Kargeti
SWE + ML + Data | Research Interests: BCI & ML
- Role
- Data Scientist at Dataplatr
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Nitigya Kargeti
I build AI systems that solve real problems — from LLM-assisted educational robots to…
Experience
Data Scientist
Sep 2025 — Present · Palo Alto, CA, US
Engineers spent 8-10h manually writing boilerplate SQL per table for Medallion pipelines → built LLM-driven code-gentool (Databricks DLT + GPT-4) that auto-drafts L0→L3 queries with metadata enrichment → reduced effort to 3-4h review (60% time saved) across 3 Oracle/BQ schemas (1M rows, 400 MB)• Wide production tables caused token-limit failures in LLM prompts → developed batch-chunking routine splitting tables into processable chunks → cut prompt runtime 40-50% in pilot tests• Edge-cases like partition-clause handling weren’t captured in initial tool design → partnered with BI/marketing teams to iterate on requirements, built human-in-loop UI for metadata edits → mentored 1 intern on ETL standards
Education
University of Wisconsin-Madison
M.S., Data Science
Manipal University Jaipur
Bachelors of Technology,Computer Science Engineering, Computer Science
2019 — 2023
St. Joseph's Academy, Dehradun
High School Graduate, Computer Science, Mathematics, Physics, Chemistry, English
2009 — 2018
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