Experience

EdTech Client (US-based)

• ▹Designed and shipped production AI systems for student writing workflows, owning applied LLM architecture (prompt design, chaining, context management), evaluation, and full backend implementation.
• ▹Built an agentic essay-evaluation system generating rubric-aligned scores and guided feedback, automating large parts of teacher review while preserving assessment consistency.
• ▹Implemented reusable, multi-step LLM workflows to guide students through structured writing tasks, including parallel execution, input/output splitting, and aggregation.
• ▹Led model selection and migration by building a task-specific evaluation framework and cost-aware pipelines (batching, parallelism), moving production features from Anthropic Sonnet to LLaMA 4 Maverick.
• ▹Developed an internal dSAT question-generation system supporting configurable skills, difficulty levels, subjects, and subtopics, enabling scalable and consistent question creation.
• ▹Worked closely with domain experts, designers, and engineers to validate outputs and integrate AI features into the live platform.

Fintech Client (Large Indian Brokerage)

• ▹Owned and optimized the Databricks data platform, enabling self-serve analytics workflows and reducing operational and ticket-driven support across teams.
• ▹Led a large-scale migration from Hive Metastore to Unity Catalog, migrating ~2,000 tables (~95 TB), improving governance, and cleaning up unused jobs and data to reduce costs.
• ▹Standardized data access and compute management processes, improving consistency and reducing onboarding friction for analytics and data science teams.
• ▹Built a reusable DS/ML pipeline template with CI/CD, observability, and code-quality best practices, reducing deployment time from multiple days to a few hours.
• ▹Developed backend systems to expose ML models via APIs and created a Databricks-based data tagging system for KYC image-validation model training under tight timelines.

• ▹Applied Test-Driven Development (TDD) principles, implementing the Red-Green-Refactor cycle, Single Responsibility Principle and upholding the 3 Rules of Simple Design.
• ▹Gained expertise in testing methodologies, emphasizing the importance of testing, with hands-on experience in mocking and spying.
• ▹Led the development of an efficient report generation workflow, showcasing a practical application of acquired skills.
• ▹Used technologies like Django, Celery, PostgreSQL and SuperAGI.
• ▹Made a valuable contribution to SuperAGI by fixing a bug related to agent pausing during rate limit or try-again errors.