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BUILDING AT THEEDGE OF WHAT'SPOSSIBLE.

AI / ML Engineer · Web3 Builder · Full Stack · Open-Source Contributor
 

I build systems at the intersection of AI research, decentralized protocols, and full-stack engineering — the kind of systems that don't exist yet. 3rd year CSE at Chennai Institute of Technology.

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LC
LeetCode
Knight Badge
Top 3.51% worldwide · 1200+ solved
🇮🇳 🇩🇪 🇫🇷 🇹🇼
Global Research
3 Continents · 5 Programs
Taiwan · Germany · France · 2025–2026
PROJECTS
Selected Work

Selected Work

Systems I've built from first principles. Every project open source. From zero-knowledge credit protocols to RL benchmarks and topology-driven anomaly detectors — these are the projects that define how I think and build.

What I BuildWhat I BuildWhat I BuildWhat I BuildWhat I BuildWhat I Build
What I Build

What I Build

I focus on the intersection of research-grade technical depth and real, shipped software — building systems where most people don't even know what the problem is yet.

api/authapi/usersapi/orgspostgres :: schema.sqljwt.sessionoauth.flow
01 / 04
Websites, Apps & Digital Products

Full-stack web applications and interfaces — from authentication systems and SaaS platforms to API-driven backends and real-time WebSocket services.

Full Stack AppSaaS PlatformREST APIReal-TimeAuth System
02 / 04
AI / ML Systems

Reinforcement learning environments, RAG pipelines, LLM agents, vector retrieval engines, Hidden Markov Models, and quantitative regime-detection systems.

LLM AgentRAG PipelineRL EnvironmentVector DBQuant ML
03 / 04
Web3 & Decentralized Protocols

Zero-knowledge proof systems, smart contracts, decentralized lending protocols with multi-agent negotiation, and Hydra-powered execution layers.

ZK ProofsSmart ContractEthereumHydraMulti-Agent
04 / 04
Research & Advanced Systems

Topological data analysis for logistics anomaly detection, POMDPs for crisis-triage evaluation, probabilistic modeling, and explainable AI dashboards.

TDAPOMDPPersistent HomologyProbabilisticXAI
Arsenal
Technical Arsenal

Technical Arsenal

From AI research toolchains to Web3 protocol engineering, full-stack product delivery, and competitive programming — here's the full map of how I build.

View GitHub Profile
01
Languages
Python · TypeScript / JavaScript · Java · C++ · Go · Solidity · PHP · HTML5 · CSS3 · Lua
02
AI / ML / Data
LangChain · RAG · Vector Databases · LLM Agents · Reinforcement Learning · POMDPs · TDA · Probabilistic Modeling · Pandas · NumPy · Matplotlib · Prompt Engineering
03
Frontend & Full Stack
React · Next.js · Node.js · Tailwind CSS · REST APIs · WebSockets · State Management (Redux, Flutter BLoC, Provider)
04
Backend & Systems
FastAPI · Laravel · OAuth · JWT · Cookie Sessions · System Design · Authentication Architecture
05
Databases
PostgreSQL · MySQL · MongoDB · Firebase · Vector Stores
06
Web3 / Blockchain
Ethereum · Solidity · Smart Contracts · Zero-Knowledge Proofs · Hydra
07
Cloud & DevOps
AWS · Azure · Google Cloud · Docker · Kubernetes · Linux CLI · Git · GitHub · GitLab
08
Hardware & IoT
Arduino · Raspberry Pi · Jetson Nano
09
Competitive Programming
11x Hackathon Finalist · LeetCode Knight (peak 1938, top 3.51%) · Codeforces Specialist (1500+, #1 global in a Div.3 round) · CodeChef 4-Star (1674) · 1200+ problems solved · 95 Hard
10
Tools & Automation
Postman · Figma · Prettier · openclaw · n8n
11
Spoken Languages
English (Professional) · German (A1, in progress) · Japanese (N5, in progress)
Open To
Engagement Model

Open To

Here's how we can work together.

01
Collaboration Type
Full Project Collaboration

From zero to shipped — I take end-to-end ownership of complex systems, from architecture decisions through backend and frontend to deployment.

  • System architecture and design
  • Frontend + backend full delivery
  • Open-source and research projects
  • Solo or team embedded roles
02
Right Now
Internships & Research

Looking for summer internships, research collaborations, and open-source partnerships at the intersection of AI, Web3, and full-stack engineering.

  • AI / ML engineering roles
  • Full stack SDE internships
  • Academic research collaborations
  • Open-source project partnerships
Experience
Experience

Experience

Real work. Real teams. Real shipping. Backend systems, banking workflows, and enterprise data — across four organizations.

Summer Intern
Indian Bank
May 2026 – Present · 1 mo
Internship · On-site · Chennai, India

Gained practical exposure to core banking workflows, transaction processing systems, and regulatory compliance frameworks in a large public-sector FinTech environment.

FinTechBanking SystemsDigital Infrastructure
Full Stack Associate Trainee
Boston Harbor Consulting
Jan 2026 – Mar 2026 · 3 mos
Internship · On-site · Chennai, India

Intern at L2M, a subsidiary of Boston Harbor Consulting. Built and shipped backend features for government and enterprise applications used by international clients — authentication flows, PostgreSQL/MySQL schema design, and query optimizations. Participated in Agile sprints and code reviews, improving API response times through targeted refactoring.

BackendPostgreSQLMySQLAuth FlowsAgile
Intern — Data Analyst
Straive
Oct 2025 – Nov 2025 · 2 mos
Internship · On-site · Chennai, India

Cleaned, validated, and analyzed enterprise datasets to improve data accuracy and downstream reporting reliability. Authored reusable Excel automation workflows reducing manual processing time on recurring deliverables.

DataAnalyticsExcel AutomationReporting
Charter Member
Toastmasters International
Mar 2025 – Oct 2025 · 8 mos
Part-time · On-site · Chennai, India

Founding charter member of a Toastmasters club. Developed public speaking, leadership, and structured communication skills through regular prepared and impromptu speaking sessions and peer evaluation.

Public SpeakingLeadershipCommunication
Global
3 Continents · 5 Programs

Global Programs

Crossing borders to learn from the best — research programs, engineering immersions, and industry exposure across three continents.

MCUT
NVIDIA
BMW
Airbus
Volkswagen Autostadt
Porsche
TU Munich
MCUT
NVIDIA
BMW
Airbus
Volkswagen Autostadt
Porsche
TU Munich
Messe München
UPEC
University of Lille
Chennai Institute of Technology
Indian Bank
L2M
STRAIVE
Messe München
UPEC
University of Lille
Chennai Institute of Technology
Indian Bank
L2M
STRAIVE
🇹🇼
Taiwan · Taipei
July 2026
MCUT · NVIDIA

International academic and research sessions exploring AI systems, engineering research, and industry opportunities across Taiwan's deep tech ecosystem — including sessions with NVIDIA.

AI SystemsResearchNVIDIA
🇫🇷
France · Créteil
June 22–26, 2026
UPEC · Space Academy

Selected Participant, “Build Your Own Satellite in 5 Days” International Summer School. Participated in an intensive hands-on program focused on satellite systems, space technology, and aerospace innovation.

Satellite SystemsSpace TechAerospace
🇩🇪
Germany · Munich
March 2025
BMW · Airbus · VW · Porsche · TU Munich

Engaged with leading automotive and aerospace firms. Observed manufacturing AI, automation, and vehicle design systems. Visited Technical University of Munich to study advanced engineering research environments.

Manufacturing AIAutomotiveTU MunichAerospace
🇫🇷
France · Paris / Lille
March 2025
UPEC · University of Lille

Attended specialized academic and research sessions at leading French research universities, exploring data science and AI research opportunities in Europe.

Data ScienceAI ResearchEuropean Academia
Atlas
Where I've Been

On the Globe

Drag to spin, scroll to zoom. Every pin is a place I've studied, built, or presented — Chennai out to Taiwan and across Europe.

Loading globe…
🇮🇳
Chennai, IndiaHome
Home base · Chennai Institute of Technology
🇹🇼
Taipei, Taiwan
MCUT · NVIDIA · July 2026
🇩🇪
Munich, Germany
BMW · Airbus · TU Munich · 2025
🇫🇷
Paris, France
UPEC · Space Academy · 2025–26
🇫🇷
Lille, France
University of Lille · 2025
My Edge
Achievements

My Edge

The receipts behind the resume — competitive programming, hackathons, public speaking, and a footprint that spans three continents.

0+
DSA problems solved
Top 3.51%
LeetCode worldwide
$ git checkout -b feat/zk-proof$ npm install hydra-sdk@latest✓ compiling circuit...✓ generating proof...→ proof verified ✓$ python -m rl.train --env crisis ep 0142 reward: 0.847 ep 0143 reward: 0.872$ docker compose up -d✓ hephaestus-api started$ curl /api/health{ "status": "ok" }$ leetcode submit 1100✓ accepted · 12 ms
0x
hackathon finals
0
continents explored
Forage · JPMorganChase
Investment Banking Job Simulation · 2026
Kestra
Kestra Fundamentals · Workflow Orchestration · 2026
Toastmasters International
Public Speaking Skills Professional Certificate · 2025
NPTEL
Internet of Things (IoT)
EO College / ESA
ML for Earth Observation · 2025
Cisco Networking Academy
CCNA · Modern AI · Data Science · Cybersecurity · JS Essentials
MongoDB University
MongoDB Basics for Students
Youth Talk 2025
Regional Semi-Finalist
FAQ

Frequently Asked

I'm available for AI/ML engineering internships, full-stack SDE roles, research collaborations, and open-source partnerships. I'm particularly interested in projects at the intersection of LLM systems, decentralized protocols, or quantitative systems — but I bring strong fundamentals across the full stack.
I'm a 3rd-year CSE student (graduating 2028), currently available for internships, part-time collaborations, and research partnerships. My schedule is flexible — I work across time zones and have prior on-site experience at multiple companies.
Yes. I've built everything from ZK credit protocols and RL research environments to full-stack SaaS auth platforms and RAG knowledge engines — all from zero. I'm comfortable owning architecture, backend, frontend, and deployment.
I work with LangChain, RAG pipelines, vector databases, LLM agents, reinforcement learning environments, Hidden Markov Models, probabilistic modeling, and topological data analysis. I've built benchmark environments released for the open-source research community.
Yes. ZKredit — my flagship Web3 project — is a decentralized lending protocol with zero-knowledge proofs, multi-agent negotiation, and Hydra-powered fee-less settlement. I'm fluent in Solidity, Ethereum, and ZK proof systems.
Fast. I've delivered backend systems, shipped internship work in Agile sprints, and iterated on research projects concurrently. I'm comfortable with tight deadlines and clear deliverables.
Actively. All six of my flagship projects are open source under MIT license. I believe in building in public and contributing to the research and developer community.
I build with them immediately. I don't spend time on tutorials alone — I throw myself into a hard project and learn by shipping. That's how I picked up Solidity, TDA, Go, and RL from scratch across different projects.
Want to Collaborate?

Let's Connect

Open to internships, research, and building hard things together.

Get in touch

Let's connect

Drop your details below and I'll get back within 24 hours. Whether it's an internship, a research collaboration, or an idea you want to build — let's talk.

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Prefer email? vsrupeshoffl@gmail.com
LinkedIn? linkedin.com/in/rupeshkumarvs