LangGraph & LLM Developer Intern (R&D) @ Vedh AI Labs · Kolkata

Connectingthe dots incode, signals& security.

I'm Aditi Bardhan — a software developer from Kolkata, West Bengal, India. B.E. in Electronics & Telecommunication, M.Sc. in Cyber Security, now building LLM applications and admin tooling for our flagship LLM, Vedhgpt, at Vedh AI Labs.

M.Sc. Cyber Security

NFSU Kolkata · 2024–26

B.E. E&TE

RV College of Engineering · 2020–24

NASA ISSDC

Runner-Up Company · 2017

A warm desk lamp over a night workspace — where the dots get connected
the desk · kolkata

Fig. 01 — the path so far

joined

2017 · KSC2024 · RVCEMS · NFSUNOW · VEDH AI

KSC → RVCE → NFSU → Vedh AI

∞

Cyber Security & ForensicsLLM Workflows — LangGraphE&TE · RVCE '24NASA ISSDC Runner-UpComputer VisionIoT Prototyping

aditi@kolkata:~$ whoami

Fresher engineer with a B.E. in Electronics and Telecommunication and an M.Sc. in Cyber Security (NFSU Kolkata). Hands-on work in machine learning, computer vision, LLM applications, web security and IoT prototyping, with coursework in digital forensics and signal processing.

Cyber Security & Forensics

Web application securityOWASP Top 10XSS & SQL injection detectionNetwork securityVulnerability assessment (CVE, CWE, CVSS)Digital forensicsIncident responseMalware analysisCloud & IoT forensicsNmapBurp Suite

AI/ML & Computer Vision

Machine learningRandom Forestscikit-learnNumPyPandasOpenCVNLPLLM & generative AI workflows (LangGraph)Deep learning fundamentals

Signal Processing & Electronics

E&TC fundamentalsSignals & systemsReal-time image processing

Programming & Web

PythonCArduino CJavaScriptTypeScriptSQLFlaskREST APIsNode.jsReactNext.jsMERN stackPostgreSQLMongoDBSupabaseGitLinux basics

IoT & Embedded

NodeMCUDHT11 & soil moisture sensorsWater pump controlIoT & SCADA security (coursework)

Certifications & achievements

Introduction to Cybersecurity — Cisco Networking Academy (2024)Full Stack Web Development (MERN) — WebSkitters Academy (2026)The Joy of Computing using Python — NPTEL / IIT Madras (Elite, 81%)TryHackMe — Linux Fundamentals Part 1, NmapMcKinsey Forward Program (2026)

aditi@kolkata:~$ ▊

The journey

You can only connect the dots looking back.

Space needs telecom. Telecom needs security. Security meets AI. Each dot asks for the next.

2017

NASA ISSDC — Runner-Up Company

International Space Settlement Design Competition

I represented my school at the International Space Settlement Design Competition, and our company came runner-up at NASA Kennedy Space Center. I didn't know it then, but that was the first dot — a spark for everything that leaves the ground.

A satellite over Earth — space and telecommunicationsSpace

2020 – 2024

RV College of Engineering, Bengaluru

B.E., Electronics & Telecommunication (VTU) · CGPA 7.44, First Class

I was never sure I would take up electronics and telecommunication. I pursued it simply because telecommunications interested me. Then I understood: for space you need electronics and telecommunication. The dots had begun to join — and they asked a question: who keeps those telecom networks safe?

Telecom

2024 – 2026

National Forensic Sciences University, Kolkata

M.Sc. Cyber Security · CGPA 7.76

The next dot answered the last one's question — telecom networks need defending too. Drawn to machine learning and deep learning, I chose cybersecurity: digital forensics, incident response, network security, malware analysis, cloud and IoT forensics. The chain kept forming.

Security

Now

Vedh AI Labs Pvt. Ltd.

LangGraph & LLM Developer Intern (R&D) — flagship LLM, Vedhgpt

Every day I watch attacks happen because of AI generation. Electronics, telecommunications and cybersecurity have brought life full circle — and at a Dharmic tech startup, keeping our flagship LLM safe, the circle feels truer still.

A developer workspace with an AI interface on screenAI

Full circle

"Now I understand how my electronics and telecommunication engineering and my cybersecurity background have brought life full circle."

Vedh AI Labs Pvt. Ltd. — today

अदिति · the name

"Aditi — a divine connection to God itself."

In the Vedas, she is the mother of the gods called the Adityas. And now, working at a Dharmic tech startup, life again comes full circle.

Experience

Keeping our flagship LLM, Vedhgpt, observable.

Three stints across an AI lab, a classroom and a computer-vision bench.

Performance analytics interface — the kind of telemetry the Vedhgpt admin dashboard surfaces

Vedhgpt · diagnostics · security & abuse monitoring

Users / day

Queries answered

Fallback queries → provider API

LangGraph & LLM Developer Intern (R&D)

Vedh AI Labs Pvt. Ltd. · New Delhi (Remote)

May 2026 – Oct 2026
  • Built AI-enabled applications and automation workflows in Python and JavaScript/TypeScript, integrating APIs and databases.
  • Built a Next.js admin dashboard for our flagship LLM, Vedhgpt — AI diagnostics, security and abuse monitoring, with SQL queries against Supabase. It tracks daily users, how many queries are answered, and which queries fall back to the provider API we use for answering.
  • Integrated a text-to-speech feature into our flagship app, and built a research-processing tool that assembles full draft documents — with an abstract extracted from the research and generated diagrams.
  • Designed the security and governance layer (access control, encryption, audit logging) for a medical-imaging system patent specification.

Deputed Faculty (AI/ML using Python)

NIELIT Kolkata · KV No. 2 Salt Lake

Nov 2024
  • Delivered a 30-hour programme for 44 students on Python, machine learning algorithms, data cleaning and practicals.

Computer Vision Intern

Bhargawa Info Tech Solutions / RV College of Engineering

Sep 2023 – Nov 2023
  • Built Air Canvas — a real-time hand-gesture virtual pen using Python and OpenCV, with draw and erase commands and a Flask API.

Projects & research

What the dots built.

XSS URL Detection Framework

M.Sc. project · REST endpoint + desktop interface

A regex signature layer with URL canonicalization, plus a Random Forest classifier.

Intelligent Irrigation System

IoT prototype

NodeMCU with DHT11 and soil-moisture sensors, programmed in Arduino C — a web server runs a Random Forest model to recommend a suitable crop, and a water pump waters the soil automatically.

DHT11 + soilNodeMCU · RF crop pickwater pump · auto
NodeMCUArduino CRandom Forest

Security Audit Report

Oct 2026

Assessed web security headers and session handling — findings rated with CWE and CVSS, each with remediation steps.

Security headers

rated · CWE + CVSS

Session handling

rated · remediation steps

OWASPCWECVSS

Research Paper — IEEE SCOPES 2027

“A Hybrid Signature and Machine Learning Framework for XSS URL Detection under Obfuscation”

Paper ID 466 (NIELIT Kolkata) — submitted; acceptance pending.

Let's connect

Let's connect the next dot.

Whether it's AI tooling, security for ML systems, or something entirely new — my inbox is open.

Write to meRésumé

Prefer talking? Call me — the number's in the footer.

Send a message

© 2026 Aditi Bardhan — Kolkata, India

+91-9830920966

Kolkata, IN · 02:43:03 am IST