At Technaptix, I architected and built Intellyca, a B2B analytics platform, as the first engineering hire. I implemented an NL2SQL pipeline that lets business users query enterprise data in plain language and receive tables, charts, or text.
I also built conversational diagnostic analytics to investigate what drove metric changes, and predictive analytics to forecast where metrics may be heading. The platform’s multi-tenant architecture uses data isolation and role-based access control over Microsoft SQL Server.
For Marketlytics, I built a marketing attribution system using GA4 and BigQuery to automate manual reporting. I also developed a RAG pipeline that uses vectorized schemas and SQLCoder-7B-2 to generate SQL from user questions.
In my projects, I built AI products including Mina, a coaching app with conversational assessment agents and real-time voice interaction, and Stoxlo, a plain-language research platform for Pakistan Stock Exchange stocks. My work has also included fine-tuning LLaMA 3.1 for an AI therapy app and authoring and validating training data for Apple’s ReALM.
