Work
Four years and counting in data and AI roles — from analytics and automation at EOX to AI search, grading, and computer-vision systems at Ayotta, mostly on AWS.
Capabilities
- AI
Embedding-based search and ranking (FAISS, vector retrieval), candidate-to-role matching, automated grading on Amazon Bedrock, and computer-vision signal for real-time behaviour. RAG and LLM workflows across GPT, Claude, and Mistral.
- ETL
Data pipelines in Talend and n8n, structured extraction from scanned documents with Azure Document Intelligence, and SQL-driven reporting.
- Automation
Python RPA and human-in-the-loop workflows that take repetitive back-office work off people's plates — premium calculation, document processing, and media generation.
- VR / Spatial
Fusing LIDAR depth with 3D video for immersive spatial analysis.
Experience
Ayotta
AI search and backend systems — embedding-based candidate matching, automated grading on Bedrock, and computer-vision signal, served through AWS Lambda and API Gateway.
EOX Vantage
Built ETL pipelines and RPA that automated reporting and back-office work, plus document intelligence and early LLM-assisted data workflows.
Supply Chain
Three months on goods movement and inventory analysis.
ORCAD
Account coordination and multi-stakeholder project planning.
Side projects
- GitHub →
Switchboard
Control plane for my agent tools. Runs nodes, tracks brics, hosts the Bric Board.
- GitHub →
Portmark
Swift app that puts coloured badges on Finder folders with active localhost ports.
- GitHub →
Claude Code Voice
Voice notifications for Claude Code on macOS. Watching a terminal wait for itself is dumb.
- GitHub →
Union Bank dashboard
Single-user finance dashboard that ingests Union Bank statements. Local-only by design.
- GitHub →
MP3 → image → MP4
Audio file becomes an SRT, the SRT becomes image prompts, generated images get stitched into a timed video.
- GitHub →
YouTube tools
YouTube automation and download experiments.
- GitHub →
Earth Engine experiments
LLM-assisted satellite-analysis experiments.
- GitHub →
Scrapegraph hackathon
Streamlit demo of Scrapegraph-AI built for the GPT-4 LabLab hackathon.
Education
- MBA · Indiana University of Pennsylvania · 2020–2021
- BBA · PES University, Bengaluru · 2017–2020
- Pre-University · The Amaatra Academy PU College, Bengaluru · PCMB · 2014–2016
- Secondary · Delhi Public School Bangalore-North · 2014
Certifications
- Azure Cognitive Services (Advanced) · Udemy
- ETL with Talend (L1) · Udemy
- SQL for Data Analytics · Udemy
- Google Ads Display & Measurement · Google Skillshop
- Python Programming · Udemy