About

Laxma Nalla

Data & AI Leader

I build and lead data & AI systems at scale — and I help companies do the same. Over five years delivering production platforms on Azure, Databricks, GCP, and Snowflake has given me a clear picture of where most AI initiatives stall: not in the model, but in the data engineering and the team's ability to own what gets built.

AI Labs Research is where I bring that experience directly to your team — training engineers to build responsibly, designing RAG systems that hold up under real query load, and shipping focused agents that run unsupervised without drama.

40%

Spark job runtime cut

Optimized enterprise-scale PySpark pipelines through parallelism and code restructuring.

$500k

Project budget saved

Delivered a complex insurance data project on time by designing reusable data components.

5+

Years in cloud data & AI

Across Azure, GCP, Databricks, and Snowflake — from ingestion to ML-ready gold layers.

Technical Depth

RAG & LLM PipelinesAI Agent FrameworksAzure Databricks / Delta LakePySpark / PythonSnowflake / BigQueryCI/CD & TerraformGCP Dataproc / AirflowData Governance & Unity Catalog

How I Work With Teams

🎓

AI Team Training

Hands-on workshops and curricula that take your engineering, product, and leadership teams from AI-curious to AI-capable.

🔗

RAG Pipelines

Production-grade retrieval-augmented generation systems — from embedding strategy to chunking, retrieval, and evaluation.

⚙️

Small Agents Development

Focused, reliable AI agents scoped to real business workflows — not demos, but systems that run unsupervised in production.

Serious about deploying AI that works in production?

Book a Free Intro Call