02 / EXPERIENCE

Close to the problem.
All the way to ship.

From AR experiences to production AI systems, I like owning the complete loop: understand, build, debug, and deliver.

Read my résumé
AGENT RELIABILITY

Context. Tools.
Clear boundaries.

Multi-turn MCP workflows, schema checks, and observable failures.

PRODUCT OWNERSHIP

From the backend
to the last pixel.

Interfaces, data flows, exports, testing, and release quality.

CREATIVE ENGINEERING

100K+ people.
A new reality.

Interactive AR experiences created through Lens Studio.

Jul 2026 — PresentRemote

Rimba

YC X25 CURRENT

Software Engineer Intern · AI Engineering

Building AI workflows and product experiences for heavy-industry data capture and reporting.

Ask Rimba

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.

Agent reliability

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.

End-to-end product delivery

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.

Release quality

Validated releases with 100+ MCP tests and 120+ Ask Rimba backend tests, alongside frontend type checks, production builds, and linting.

MCPAI AgentsSQLTypeScriptReactTestingObservability
Sep 2025 — Mar 2026Remote

Airmeet

SDE & AI Engineering Intern

AI orchestration, browser automation, and full-stack engineering for a virtual events product.

PromptLab

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.

Agentic content workflows

Built MCP server pipelines for content automation and publishing workflows, using Claude SDK and Crawlee-based agents for structured website extraction and insight generation.

Product engineering

Contributed Next.js, React, Node.js/Express, and PostgreSQL features. Built a Tiptap v3 editor experience with rich formatting and autosave.

Reliability & automation

Built Python and Playwright workflow validation and regression coverage. Used structured logs, retries, rate limits, and failure snapshots to support debugging and release stability.

FastAPIasyncioNext.jsPlaywrightPostgreSQLClaude SDKTiptap
Sep 2024 — Nov 2024Remote · United States

Snap Inc.

AR & Software Engineering Extern

Interactive augmented-reality experiences built with Lens Studio.

Interactive AR

Designed Lens Studio experiences combining 2D and 3D assets, interactive behavior, and visual storytelling.

Creation to distribution

Tested lenses for quality and user experience, with AR work reaching 100K+ users as recorded in the supplied portfolio profile.

Lens StudioAugmented Reality3D AssetsInteraction Design
Apr 2024 — Aug 2024Remote · Palo Alto

Cube

Business Development & AI Specialist

Connecting market research, AI-driven growth initiatives, and strategic partnerships.

Research to action

Conducted market analysis, identified emerging trends, and translated research into actionable business insights.

Partnerships & growth

Supported strategic partnership initiatives, developed client relationships, and contributed to AI-driven growth work.

Market ResearchAnalyticsPartnershipsAI Workflows
Jul 2024 — PresentRemote

VzenCare

CURRENT

Founder · VisionV-Soft

Co-building an AI eye-care MVP, extending the nationally recognized VisionV-Soft startup journey.

VisionV-Soft

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.

National recognition

The team secured All India Rank 1 at the nationwide Startupthon competition organized by Uptoskills, with recognition issued in January 2025.

From concept to MVP

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.

Machine LearningMongoDBProduct DevelopmentEye-care Technology
Aug 2024 — PresentRemote

Topmate

CURRENT

Mentor · Part-time

Practical 1:1 guidance for students and early-career builders.

Build a stronger technical story

Help with hackathon ideation and pitching, remote internships, technical profiles, project positioning, and ATS-friendly LaTeX resumes.

Mentorship & community

Support developers through career strategy and portfolio-building conversations, alongside hackathon mentoring and judging.

MentorshipHackathonsCareer StrategyTechnical Profiles
EARLIER CHAPTERS
May — Jul 2024

GirlScript Summer of Code

Open-source contributor

Collaborated with mentors and peers on open-source contributions and practical technical development.

May — Jul 2024

Social Summer of Code

Open-source contributor

Contributed to collaborative development through Social, formerly Script Foundation.

May — Jul 2024

International MUN

Summer program

Developed research, public speaking, negotiation, and teamwork through international-issues discussion.

Dec 2023 — Jan 2024

Pregrad

Business Development Intern

Early startup experience in business development and communication.

Vijayshree Vaibhav
YOUR WAY INTO MY WORLD

Vijayshree’s guide.

Projects. Experience. The story behind them.

Portfolio library + Gemini when available
PORTFOLIO GUIDE

Hi! I can help you explore Vijayshree’s projects, experience, and certifications. What would you like to know?

Portfolio sources only · Gemini may process your question.