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Work Background
Self EmployedSoftware Consultant
Oct. 2022India, BengaluruInvestment Firm Back Office
Built a cloud-hosted back office platform for a small investment firm with no technical staff. Migrated fragile Excel-based business logic into a Python backend integrated with MSCI APIs, deployed to Azure with full audit logging. Eliminated 5 to 40 mins of manual data wrangling at the start of every business day and added PowerBI/Databricks dashboards for real-time portfolio anomaly detection
Parkinson’s Disease Severity Classification
Designed a computer vision pipeline to automate UPDRS severity classification for Parkinson’s patients using Google MediaPipe to extract skeletal features from everyday task videos and performing tremor analysis validated against clinician ratings. Built to address gaps in existing research: small cohorts, outdated ML approaches, and lack of focus on daily life impact. Findings are currently being prepared for publication
Data Pipeline Engagements
Delivered 6 end-to-end data pipeline engagements across industries as an independent consultant, handling everything from data extraction and web scraping to ETL design and dashboard delivery via PowerBI and Databricks
Mercedes-Benz Research and Development IndiaSoftware Engineer
Jul. 2019 - Oct. 2022India, BengaluruProgressed from Data Engineer to Internal Consultant across Mercedes-Benz’s Autonomous Driving program, building ingestion pipelines, shipping analytics tools used org-wide, and advising cross-functional teams on standing up their own data infrastructure
- Bootstrapped and scaled an org-wide signal search engine for petabyte-scale autonomous driving test data, conceived and prototyped solo, grown to a 5-engineer full-time team by the time of departure. The tool eliminated cross-continental data requests by indexing binary fleet data via an inverted index, allowing engineers to extract specific signals on demand
- Led a feasibility study in collaboration with Microsoft to define the cloud migration strategy for petabyte-scale On-Prem data into Azure, covering ETL pipeline migration, licensing constraints for custom software, and budget guardrails. The study became the foundational blueprint for the program’s Azure adoption
- Unlocked real-world ADAS insights for senior management by building a PowerBI dashboard integrating after-sales diagnostic data with internal signals, giving leadership direct visibility into field performance of Level 3 ADAS features
- Designed the data ingestion pipeline for the Athena Project, a Mercedes-Benz and Bosch Level 5 autonomous robotaxi collaboration
- Built the Crowd Analytics ingestion pipeline, processing telemetry from customer and development fleet vehicles across the AD program
IONOSSoftware Engineer
Nov. 2018 - Jun. 2019India, BengaluruOwned the customer-engineering interface as the technical SPOC, managing complex and unique client deployments while partnering directly with the CTO to translate customer feedback into product roadmap decisions
NetappIntern
Jun. 2017 - Jul. 2018India, BengaluruWon the NetApp SPOT Award (one of few interns to do so) for reducing Unified Manager backup time from 4 to 5 hours to under 1 minute by migrating from SQL backups to file-level snapshots, a fix that prompted a live demo for visiting US leadership
Shreshta IT TechnologiesSoftware Engineer
Aug. 2014 - Aug. 2015India, BelgaumServed as engineer, support lead, and demo resource at a 3-person startup, owning the full customer lifecycle alongside product work
- Engineered a PXE-based provisioning system that cut appliance build time from 9hrs to 1hr, eliminating overnight shifts and enabling same-day order fulfilment
- Reduced customer support calls by 87% (~40/week → ~5) by migrating appliances to username-based auth via a custom Squid Proxy plugin and RADIUS server, eliminating client network dependency entirely
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