ig26
Résumé
INDEPENDENT MIND. CONNECTED SYSTEMS.BENGALURU, INDIA

INDUJ GUPTA.

Full-stack engineer
building AI & security products.

I turn complex problems into software
people can use, inspect, and trust.

Explore my work Résumé
THE SYSTEM, REIMAGINEDCONCEPTUAL 3D STUDY
HOW I THINK / CVE TWINEnter the architecture

Make the dependency risk visible before deciding what to change.

INTERACTIVE SYSTEMS

Go inside the work.

SELECTED WORK / 2024—202601

Built to solve.
Designed to hold up.

Three projects at the intersection of full-stack engineering, applied AI, and systems people can trust.

01

CVE Twin

2026
THE PROBLEM

A security patch must stop the exploit while preserving the services that depend on the vulnerable component.

MY CONTRIBUTION

I built the Codex repair workflow: isolated worktrees, competing patches, attack replay, consumer-contract checks, and signed evidence records.

Recorded local result

The recorded local repair moved the demonstration security suite from three failing tests to all seven passing.

CVE Twin
CVE Twin interface mapping a vulnerability through its dependency graph.
Evidence detail
Recorded local remediation evidence showing failing tests followed by a passing suite.
Recorded local test evidence
Actual images · dependency map and recorded test evidence
Inspect evidenceRead case study
Next.jsTypeScriptCodexSupabase

Controlled vulnerability fixture; the hosted explorer cannot run the local repair engine.

Hosted explorer
Explore CVE Twin architecture4 workflow steps
CONCEPTUAL ARCHITECTURE

CVE Twin / Inside the system

Select a layer. Follow the logic.

Inspect the affected system

Start with the incident and follow its dependency paths to see the modeled exposure.

WORKFLOW / 01

An illustrative view of the documented workflow. Positions and signals are conceptual.

02

Fraud Risk Manager

2026
THE PROBLEM

Fraud decisions must balance missed losses, false declines, and the number of transactions a review team can handle.

MY CONTRIBUTION

My published prototype connects feature engineering, two-model decision logic, a FastAPI service, explanations, and an operations interface.

Offline evaluation

The capacity-capped detector achieved 40.6% lower modeled loss than the amount-threshold baseline in the repository’s offline evaluation.

Fraud Risk Manager
Fraud Risk Manager operations dashboard with risk evaluation and decision information.
Evidence detail
Risk analysis showing detector and verifier scores with feature explanations.
Actual explanation interface
Actual images · operations overview and model explanations
Inspect evidenceRead case study
PythonXGBoostTreeSHAPFastAPI

IEEE-CIS temporal holdout; modeled costs and review assumptions, not measured production savings.

Explore Fraud Risk Manager architecture4 workflow steps
CONCEPTUAL ARCHITECTURE

Fraud Risk Manager / Inside the system

Select a layer. Follow the logic.

Prepare the transaction

Apply the same fitted feature transformation used for training before scoring an incoming transaction.

WORKFLOW / 01

An illustrative view of the documented workflow. Positions and signals are conceptual.

03

KisaanMitra

2024 — 2026
THE PROBLEM

Farmers need planning tools and information grounded in their location, crop, and immediate needs.

MY CONTRIBUTION

I founded KisaanMitra, led the team, and implemented chat-based onboarding with farmer-profile updates saved to Supabase.

Venture milestones

The team reached YUKTI’s Top 100, as recorded in my résumé, and pitched at BECon’s Bengaluru regional round.

Conceptual landscape · not a product screenshot
Read case study
ReactTypeScriptSupabaseOpen-Meteo

Public prototype: weather is integrated; market prices and several advisory panels use demonstration content.

Explore the prototype
Explore KisaanMitra architecture4 workflow steps
CONCEPTUAL ARCHITECTURE

KisaanMitra / Inside the system

Select a layer. Follow the logic.

Set up a farmer profile

Capture location, crop, and the primary need through the onboarding conversation.

WORKFLOW / 01

An illustrative view of the documented workflow. Positions and signals are conceptual.

EXPERIENCE02

Real teams.
Real responsibilities.

Product engineering, cybersecurity, and the work of making software useful beyond a prototype.

Jun 2026 — 1 Aug 2026Bengaluru, India

Turbostart

Software Engineering Intern

Responsibilities & context

Contributed to product development at Turbostart as a Software Engineering Intern, collaborating with the engineering team.

Role announcement
01
Started Dec 2025Bengaluru, India

Prizlyn Technologies

Software Engineering & AI Development

Including Confab 360 Degree & MentorEdge
3 product releases30% faster build & deploy
Responsibilities & context

Full-stack and AI development across Prizlyn, Confab, and MentorEdge. Developed React, TypeScript, and Node.js features across three major product releases and built GitHub Actions pipelines that reduced build-and-deploy time by 30%.

02
Jul 2025 — Aug 2025Lucknow, India

UP Police

Cybersecurity Intern

12+ critical vulnerabilities identified60% less incident response time
Responsibilities & context

Engineered AI helmet and seatbelt detection with PyTorch and OpenCV. Conducted penetration testing with Burp Suite, Nmap, and Metasploit, identifying 12+ critical vulnerabilities and reducing incident response time by 60%.

03
Jun 2025 — Aug 2025Remote

Karma Labs

Software Development Engineer Intern

35% lower ML pipeline latency25% higher engagement
Responsibilities & context

Built RESTful APIs and React and TypeScript frontend components. Asynchronous processing optimizations reduced ML pipeline latency by 35% and increased user engagement by 25%.

04
Jun 2024 — Aug 2025Remote

TruckHai

Full Stack Engineer · Contract

500+ enterprise clients40% faster data retrieval
Responsibilities & context

Owned REST API development for 500+ enterprise clients. Implemented JWT and OAuth 2.0 and optimized PostgreSQL and MongoDB queries for 40% faster data retrieval.

05

Career outcomes are reported in my résumé. Public project evidence is linked in the case studies.

RESEARCH / FOUR PAPERS03

Curiosity,
put to the test.

Exploring the tradeoffs between intelligence, explainability and the resources a system actually has.

01
IEEE COMSNETS · Bengaluru / 2026Published research

Multi-Objective Edge Resource Optimization with D3QN-PER in Quantum-Classical IoT Edge Networks

Abstract & scope

Can reinforcement learning schedule bursty quantum-key-distribution workloads without overloading edge nodes? Co-authored a D3QN-PER study evaluated in a three-node simulation, with five-seed validation against Round-Robin and Least-Loaded baselines. Published at IEEE COMSNETS; the evidence concerns simulated scheduling workloads.

View published paper
02
NQComp · Bengaluru / 2026Published research

Learning Quantum Measurement Probabilities with Transformer Networks using Qiskit Simulations

Abstract & scope

Can transformer networks learn the probabilities of quantum measurement outcomes? Explores that question using Qiskit-generated simulations. The work concerns learning from simulated quantum systems; it does not establish performance on physical quantum hardware.

Research listed in résumé
03
AICCONS · Dubai, UAE / 2026Accepted

An Explainable and Resource-Efficient Transformer Pipeline for CPU-Based Document Summarisation and Question Answering

Abstract & scope

How can document summarisation and question answering run on CPU-only machines while remaining explainable? Co-authored a transformer pipeline focused on resource-constrained deployment. Accepted at AICCoNS 2026; the linked co-author announcement establishes the scope and acceptance, without reporting a deployment benchmark.

View research announcement
04
IEEE CONECCT · Bengaluru / 2026Accepted

Bridging the Accuracy-Sustainability-Explainability Trilemma in Air Quality Informatics: A Carbon-Aware Consensus Framework

Abstract & scope

How should an air-quality model balance prediction quality, computational cost, and an explanation people can inspect? Co-authored the Carbon-Aware Consensus framework to study those tradeoffs. Accepted at IEEE CONECCT 2026; the linked announcement does not establish a deployed monitoring system.

View research announcement
A LITTLE CONTEXT04

Engineer by practice.
Curious by default.

Induj Gupta
INDUJ GUPTABENGALURU / INDIA
FULL-STACK ENGINEERING / AI & SECURITY

I build across the stack, and think about the whole system.

Full-stack engineering for AI and security products, from API design and model integration to interfaces that make complex decisions inspectable. My work spans developer tooling, applied machine learning, product interfaces, and the boundaries that keep a system secure.

I’m studying Computer Science at MIT Bengaluru, graduating in 2027. Since August 2025, I have led SDG Club: a 50-member team whose initiatives have reached 500+ students, creating opportunities to build, share, and learn.

The complete résumé
Build the product

Interfaces, APIs, and the systems connecting them.

JavaScriptTypeScriptReactNext.jsNode.jsExpress.jsREST APIsPostgreSQLMongoDBMySQLSupabase
Secure the system

Authentication, threat modeling, and hands-on security.

Penetration TestingThreat ModelingOWASPIncident ResponseJWTOAuth 2.0Burp SuiteMetasploitWiresharkNmapSIEM
Explore intelligence

Applied computer vision and quantum computing research.

PythonPyTorchTensorFlowOpenCVComputer VisionTransformer NetworksD3QN-PERQiskit
Ship the infrastructure

Cloud tooling, delivery pipelines, and Web3.

AWSDockerCI/CDGitHub ActionsVercelSolidityWeb3.jsJavaC
EDUCATION / 2023 — 2027

B.Tech in Computer Science

Manipal Institute of Technology, Bengaluru

Data Structures & Algorithms · Computer Networks · Operating Systems · Cryptography · Machine Learning · Distributed Systems

CREDENTIAL / October 2024

Ordered Data Structures

University of Illinois Urbana-Champaign

Credential 40K83BGOCR8Z
RECOGNITION

06First-place finishes.
Built with a team.

Hackathons are where I test ideas under pressure, learn from collaborators, and turn a problem statement into something working.

01

MAHE Mobility Challenge

1st place · Cybersecurity track · MYTHOS firmware-security prototype

02

Presidency University InnovateX

1st place · Unified emergency response across mobile, WhatsApp, and NFC

03

NMKRV Hackathon

1st place · ResQNet disaster intelligence · NMKRV College, Bengaluru

04

ThinkTank Tech Solstice

1st place · 2025

05

HackABot · Neura AI

1st place · November 2025

06

Prerana Hackathon

1st place · GITAM University · January 2026

07

YUKTI Innovation Finalist

KisaanMitra team lead · Top 100 of 10,000 · December 2025

08

AI Impact Summit

MAHE representative

COMMUNITY

Beyond the build.

Organizing, sharing what I learn,
and representing the communities I’m part of.

CryptNite participants, organizers and guests gathered on stage.
CYBERSECURITY / COMMUNITY

CryptNite 2026

Helped organize CryptNite at MIT Bengaluru, building and deploying CTF infrastructure for national qualifiers and on-campus finals.

Teams
250+
Participants
~1,000
Read the story
Induj outside Bharat Mandapam in New Delhi during the India AI Impact Summit.
FEBRUARY 2026 / MAHE BENGALURU

India AI Impact Summit

Selected to represent MAHE Bengaluru at the OpenAI Town Hall at IIT Delhi and the India AI Impact Summit 2026 in New Delhi.

Read the story
A speaker at a Manipal Institute of Technology lectern, from the HackSpace ’25 event photographs.
SEPTEMBER 2025 / SDG CLUB PRESIDENT

HackSpace ’25

As President of SDG Club at MIT Bengaluru, I led our flagship hackathon with Honeywell Aerospace Technologies. Our core committee and volunteers brought 70 shortlisted teams together to tackle industry problem statements.

Hackathon
48h
Registrations
250+
Shortlisted teams
70
Read the story
OCTOBER 2025 / SDG CLUBSpeaking at the SDG Innovation Sprint

Spoke alongside Panchadip Bhattacharya about research publications, launching startups, and hackathon strategies. The two-day SDG Club initiative received 250+ registrations and brought teams together to ideate, prototype, and pitch.

Read the club recap
DEVELOPER COMMUNITY / TEAM PRESENTATIONSonar / DevRelSquad developer conference

Presented our work with Saaheer Purav, Ashmika Jain, and Riddhi Rajesh at a developer conference hosted by Sonar and DevRelSquad (by GoAvo.ai), at the Microsoft office. A chance to exchange ideas about AI-assisted development with fellow engineers.

Read my teammate’s account
COMMUNITY ROOTS
Falak · Marketing team memberJoined September 2023VSO · Fundraising volunteerVolunteer Services Organization · Raised funds for charity
PROJECT ARCHIVE06

Other directions.
The same curiosity.

Agent infrastructure, mobility, computer vision and more. Open a project for a quick overview, then explore its code and documentation.

04

HermesOS

AGENT INFRASTRUCTURE

A typed runtime for autonomous agents. A task-graph kernel connects models, tools, memory, scheduling, and interfaces—with approval boundaries around consequential actions.

TypeScriptNode.jsPostgreSQLDocker
Explore project
05

SentinelMesh

MULTI-AGENT SYSTEMS
SentinelMesh command-center screenshot with a globe and intelligence panels in demo mode.

A crisis-intelligence command center connecting maritime, cyber, market, weather, and news signals. Specialist agents assemble evidence while consequential decisions stay behind human approval.

Next.jsGeminiThree.jsSupabase
Explore project
06

LAST LIGHT

INTERACTIVE SYSTEMS / HARDWARE
LAST LIGHT controller wiring schematic showing an Arduino, joystick and power control.

Keep a city alive with a limited power reserve. A browser strategy game with a separate Arduino-controlled exhibition edition, connecting software, physical input, and real-time decisions.

ReactNode.jsWebSocketArduino
Explore project
07

TCVM-Net

COMPUTER VISION / RESEARCH
TCVM-Net experimental plot of temporal confidence under an occlusion stress test.

Temporal verification for traffic vision: confidence stability, motion continuity, and short-gap recovery. The public experiments examine behavior under controlled perturbations, including a 20-clip occlusion stress test.

PythonPyTorchYOLOv8OpenCV
Explore project
08

Mythos

SECURITY / CONNECTED MOBILITY

A multi-device prototype for secure vehicle firmware updates. A FastAPI service, Flutter car dashboard, and companion app demonstrate Ed25519 verification, rollback checks, NFC authorization, and an audit trail. The post-quantum layer is simulated.

FlutterFastAPIEd25519WebSocket
Explore project
09

ResQNet

DISASTER RESPONSE / MOBILE SYSTEMS

A citizen-facing disaster-response prototype with location-aware SOS, incident reporting, situational maps, alerts, and rescue tracking. Built in Flutter with Supabase-backed authentication and realtime updates.

FlutterRiverpodSupabaseOpenStreetMap
Explore project
10

SurakshaNet

AI & SECURITY

Helmet and seatbelt detection for UP Police, built with PyTorch and OpenCV.

PyTorchOpenCVAWS
Explore project
11

InternLoom

FULL STACK

An internship platform bringing a full-stack foundation to multi-role workflows.

Next.jsNode.jsPostgreSQLJWT
Explore project
12

Decentralized Freelance Marketplace

WEB3

A freelance marketplace built around trustless escrow and Ethereum smart contracts.

SolidityEthereumWeb3.jsReact
Explore project
OFF THE CLOCK / INTERACTIVE STUDIES

A place to play.

Three small experiments in connection, interference, and signal. Change a parameter and see what happens.