RIMBA · YC X25
Airmeet.com
Topmate.io
Astro Arpanet LLC
International MUNTHE ENGINEER
AI that connects to real systems.
MCP agents and backend reliability at Rimba. AI orchestration at Airmeet. AR experiences at Snap.
Engineering experience AI SOFTWARE ENGINEER / PRODUCT BUILDER
HELLO, I’M VIJAYSHREE VAIBHAV ↙
I engineer ideas.
I build systems.
I own the outcome.
I build AI agents, backend services, and full-stack applications.
Currently building atRimba YC X25
PREVIOUSLYAIRMEET · SNAP
THE SYSTEMS I BUILDVV—01
AI / ORCHESTRATIONSYSTEMS / DATAPRODUCT / INTERFACE
ONE CONNECTED SYSTEMContext → tools → useful action
CONNECTING THE DOTSIntelligence. Infrastructure. Interface.
SHORT ON TIME? START HERE.The work. The drive.
30SECOND READThe work. The drive.
The person.
THE BUILDER
Ownership from idea to delivery.
AI Form Digitizer, a reliable webhook backend, and the VzenCare founder journey—from a national win to an MVP.
Explore the workTHE MULTIPLIER
Build it. Learn it. Pass it on.
1,000+ students mentored or supported. International hackathon mentoring and judging. A 15,000+ LinkedIn community.
Recognition & communityThe person behind the projects. A little of my journey, set to music.Open in Drive
01 / SELECTED WORK
AI FORM DIGITIZER / 2026Paper to
Paper to
editable forms.
Extract fields from PDFs and scans. Review, edit, and share—with an MCP copilot.
AGENTIC AI↗
AI FORM DIGITIZERUPLOAD → REVIEW → SHARE
AGENTIC AI↗
02 / Agentic AIHOSTED DEMO LINK
AI-Native Email Intelligence
Support replies with context, guardrails, and evaluation.
BACKEND & SYSTEMS↗
01Webhook
02Unique event ID
03Atomic transaction
04Durable outbox
03 / Backend & SystemsOPEN SOURCE
Webhook Ingestion Service
Retries happen. Duplicate side effects should not.
BACKEND & SYSTEMS↗
BACKEND & SYSTEMS↗
FOUNDER JOURNEY / VZENCARE
Explore the MVP story A vision worth building.
An eye-care MVP combining retinal-image ML and a MongoDB backend. National Startupthon winner.
AIR 1↗National Startupthon winner
8×↗National hackathon winner / finalist
100K+↗Users reached through AR work
1,000+↗Students mentored / supported
ENGINEERING CAPABILITIESDepth in AI.
Depth in AI.
Ownership across the stack.
From model orchestration to the product interface.
Explore the work behind each capability.
Agentic AI & GenAI
Connect models to context, tools, and real product workflows.
AI-Native Email IntelligenceFull-stack product engineering
Own the interface, API, data model, and complete user journey.
AI Form DigitizerBackend & distributed workflows
Design for concurrency, retries, failure recovery, and reliable delivery.
Webhook Ingestion ServiceMachine learning & evaluation
Make model behavior measurable and inspect the quality of its outputs.
Summarization + TOPSISAutomation, delivery & quality
Automate repetitive work, test the boundaries, and trace failures.
Conversational Browser AgentSystems & problem-solving
Understand the algorithm, the latency, and the behavior under load.
Trade SimulatorAI-ASSISTED DEVELOPMENTClaude Code · Codex · Cursor
Tools in the development workflow, alongside code review, testing, and engineering judgment.
Explore the complete toolkitTHE OWNERSHIP LOOPI don’t stop
I don’t stop
at “it runs.”
Good engineering connects the whole journey.
Explore how I approach each part.
01 / FIND THE REAL PROBLEM
Get the context before the code.
Trace the workflow. Identify the failure. Define what a useful, correct result looks like before choosing a tool.
Understand the userMap the constraintsMake correctness explicit
01User need
02Failure modes
03Success criteria
Candidate Intelligence Engine
Conflicting candidate sources become explicit merge rules, provenance, and inspectable confidence.
VV / THE HUMAN LAYER
ENGINEER BY TRAINING. BUILDER BY INSTINCT.02 / THE PERSON BEHIND THE SYSTEMSCuriosity starts it.
Curiosity starts it.
Ownership finishes it.
Computer Science at Thapar. AI engineering at Rimba and Airmeet. AR at Snap. Founder of VzenCare.
2027Graduating · B.Tech CSE800+DSA problems solved
RECOGNITION, WITH RECEIPTSBeyond my
Beyond my
own words.
From the first shortlist to the working MVP.
The people, proof, and milestones along the way.
THE EVIDENCE REEL
NXP AIM 2025 · AUG 2025
Top 5. A field of 1,000+.
NXP AIM · Regional finale at IIIT Delhi.
Open supporting document01 / 12
INNOVATE 2025 · INNOVATION AWARD
Innovation, on the podium.
Overall Rank 3 among 1,000+ teams · Team Tech Tribe.
View the award document02 / 12
VISION V SOFT · WINNER PROFILE
The people behind the winning idea.
Vijayshree Vaibhav and the Vision V Soft founding team.
Open the full winner profile03 / 12
SMART INDIA HACKATHON · 13 SEP 2025
From building to judging.
Judge · Internal hackathon at Thapar Institute of Engineering & Technology.
View the award & certificate04 / 12
OFFICIAL ANNOUNCEMENT · JAN 2025
An idea. A team. All India Rank 1.
VisionV-Soft · National Startupthon winner
Read the announcement05 / 12VZENCARE · TEAM DEMO
From vision to a working MVP.
Retinal-image ML and a MongoDB backend.
Explore the MVP06 / 12
IIM LUCKNOW · OCT 2024
Six teams. One grand finale.
VisionV-Soft · Top 6 at Udyam Insight
Open supplied announcement07 / 12
OFFICIAL TIET · DEC 2024
Top 7. A field of 500+.
Team FusionX · Bull’s Eye Competition
Read the official post08 / 12
STARTUPTHON FINALISTS · SEP 2024
The milestone before the win.
Vijayshree and Aryaveer · VisionV-Soft
Open supplied announcement09 / 12
ALGOUNIVERSITY · ATF 2024
Stage 1 cleared. On to Stage 2.
Top 4,000 of 20,000+ applicants
View the certificate10 / 12SUMMER SCHOOL / 2025From builder
to speaker.Thapar Summer School
to speaker.Thapar Summer School
OFFICIAL SPEAKER ROSTER
Sharing the work. Passing it forward.
Thapar Summer School · 2025
Explore the speaker roster11 / 12
TOPMATE · MENTORSHIP
A builder in your corner.
Practical 1:1 guidance from my engineering journey.
Explore mentoring sessions12 / 1203 / BUILDING PEOPLE, TOOLearn. Build.
Learn. Build.
Pass it forward.
Mentorship, ideas, and the conversations
that keep us all moving forward.
LINKEDIN COMMUNITY15,000+1:1 WITH VIJAYSHREEYour next move.
Thinking
People following the journey. Engineering, opportunities, and lessons from building.
Join the conversation1:1 WITH VIJAYSHREEYour next move.
Let’s figure it out.
Hackathons, internships, project strategy, and telling your technical story.
Find me on Topmate NOTES FROM THE WORKThinking
out loud.
Read my writing on Medium, and follow the ideas beyond the repository.
Read on MediumAmbitious idea?
Let’s build it right.
For founders, investors, engineering leaders, and recruiters.