GirlScript Summer of Code
Open-source contributorCollaborated with mentors and peers on open-source contributions and practical technical development.
From AR experiences to production AI systems, I like owning the complete loop: understand, build, debug, and deliver.
Read my résuméMulti-turn MCP workflows, schema checks, and observable failures.
Interfaces, data flows, exports, testing, and release quality.
Interactive AR experiences created through Lens Studio.
Building AI workflows and product experiences for heavy-industry data capture and reporting.
Built a multi-turn, context-aware agent using MCP and read-only data tools, with tenant-aware SQL validation, schema-constrained execution, persistent context, citations, and follow-up workflows.
Diagnosed schema hallucinations and tool-call failures. Added rejection-aware retries that reuse the permitted schema, MCP readiness checks, fail-closed routing, fallbacks, and structured tool-lifecycle logging.
Improved Composer V3 chart readability, loading behavior, and per-chart date-range controls. Fixed report and Excel-export formatting, stabilized an internal analytics dashboard, and built a 45Z GREET ethanol-calculator demo.
Validated releases with 100+ MCP tests and 120+ Ask Rimba backend tests, alongside frontend type checks, production builds, and linting.
AI orchestration, browser automation, and full-stack engineering for a virtual events product.
Developed multi-LLM prompt orchestration and evaluation across provider APIs. Compared outputs through embeddings and cosine similarity, with asynchronous FastAPI and asyncio pipelines for concurrent requests.
Built MCP server pipelines for content automation and publishing workflows, using Claude SDK and Crawlee-based agents for structured website extraction and insight generation.
Contributed Next.js, React, Node.js/Express, and PostgreSQL features. Built a Tiptap v3 editor experience with rich formatting and autosave.
Built Python and Playwright workflow validation and regression coverage. Used structured logs, retries, rate limits, and failure snapshots to support debugging and release stability.
Interactive augmented-reality experiences built with Lens Studio.
Designed Lens Studio experiences combining 2D and 3D assets, interactive behavior, and visual storytelling.
Tested lenses for quality and user experience, with AR work reaching 100K+ users as recorded in the supplied portfolio profile.
Connecting market research, AI-driven growth initiatives, and strategic partnerships.
Conducted market analysis, identified emerging trends, and translated research into actionable business insights.
Supported strategic partnership initiatives, developed client relationships, and contributed to AI-driven growth work.
Co-building an AI eye-care MVP, extending the nationally recognized VisionV-Soft startup journey.
Led an AI/ML-based eye-care concept exploring potential issue detection, posture guidance, and timely reminders, with ownership across the product idea, team coordination, and presentation.
The team secured All India Rank 1 at the nationwide Startupthon competition organized by Uptoskills, with recognition issued in January 2025.
Co-built a retinal-image ML workflow with Aryaveer Agrawal and Vaibhav Gupta. The public team announcement describes disease and stage prediction, iterative model training, and a MongoDB backend.
Practical 1:1 guidance for students and early-career builders.
Help with hackathon ideation and pitching, remote internships, technical profiles, project positioning, and ATS-friendly LaTeX resumes.
Support developers through career strategy and portfolio-building conversations, alongside hackathon mentoring and judging.
Collaborated with mentors and peers on open-source contributions and practical technical development.
Contributed to collaborative development through Social, formerly Script Foundation.
Developed research, public speaking, negotiation, and teamwork through international-issues discussion.
Early startup experience in business development and communication.