Mohit Khanduri
Product Analytics Engineer. 13 years in software and data, the last 7 building analytics platforms end to end.
Experience
-
Senior Consultant, Data · Preferred Square Analytics
Consolidated ERP data from several portfolio companies into Snowflake, built Airflow and dbt pipelines, a four-tier row-level security model for Power BI, and led a data team.
-
Data & Solutions Architect · MyNextFilm (mnf.ai)
Built the analytics platform from scratch and added OpenTelemetry monitoring, CI and Docker to the SaaS app. Mentored 15+ engineers.
-
Data Analytics Engineer Lead · Baker Hughes
Owned Databricks lakehouse models (medallion, Kimball, SCD Type 2) and data quality rules in Lightup for an industrial energy business.
-
Data Analysis Manager · Cisco
Automated the Alation catalog with PII tags, quality metadata and lineage across BigQuery and Snowflake.
-
Senior Business Data / IT Analyst · Cognizant
Built a Python framework to match and clean customer master data across systems, plus a semantic search prototype.
-
Business analyst and consultant · Virtusa, Genpact
Enterprise systems, requirements and migrations.
Stack
- Model and transform
- dbt, SQL, Python, Kimball, medallion
- Warehouse
- Snowflake, Databricks, MotherDuck / DuckDB, Postgres, BigQuery
- Ingest and orchestrate
- dlt, Estuary, Airflow, Kestra
- BI and self-serve
- Metabase, Power BI, Tableau
- Quality and governance
- Lightup, Alation, row-level security, OpenTelemetry
- Learning now
- PostHog (event tracking, funnels, retention), metrics layers, A/B test analysis
- Exploring
- LLM APIs, LangGraph, text-to-SQL, evals