Ravi Iyer
AI EngineerEmail:ravi.iyer@databricks.com
Phone:+1 415 555 0155
Location:San Francisco, CA
Professional Summary
Applied scientist at Databricks Mosaic. Trained MPT-30B; ships production RAG systems. Known for clear communication, ownership, and shipping measurable outcomes. Combines strong data fundamentals with cross-functional collaboration and a bias for execution.Experience
Oct 2023Present
Applied AI Engineer
Databricks (Mosaic) · San Francisco
• Contributed to MPT-30B training data curation• Built enterprise RAG platform used by 240+ Databricks customers
• Delivered 12 conference talks + workshops
• Built models/pipelines at Databricks (Mosaic) impacting $5M+ decisions annually
• Reduced reporting latency from days to hours for 4 stakeholder teams
Jan 2018Dec 2021
Analytics Engineer
ModelForge · London, UK
• Reduced reporting latency from days to hours for 11 stakeholder teams• Designed experiments lifting primary metric 9%
• Owned metrics layer covering 77 KPIs with clear ownership
• Improved data quality; critical incidents down 47%
• Partnered with eng to productionize 3 ML/analytics products
Skills
PyTorch, Ray, Spark, MLflow, Weights & Biases, RAG, LangChain, Fine-Tuning, Distributed TrainingProjects
Self-Serve Metrics Layer (Databricks (Mosaic))
Python, SQL, dbt, Spark, Tableau
• Documented learnings reused by peer teams
• Recognized in team/org review for execution quality
Experimentation Platform
Python, SQL, dbt, Spark, Tableau
• Documented learnings reused by peer teams
• Recognized in team/org review for execution quality
Forecasting Model
Python, SQL, dbt, Spark, Tableau
• Documented learnings reused by peer teams
• Recognized in team/org review for execution quality
Education
M.S, CS (AI track)
UC Berkeley
Berkeley
Certifications
Google Data Analytics
dbt Fundamentals