aditya—

©2025

1

b25bs1020@iitj.ac.in

GITHUB

4

GITHUB

CONTACT

aditya—

©2025

GITHUB

CONTACT

aditya—

©2025

1

b25bs1020@iitj.ac.in

GITHUB

4

GITHUB

CONTACT

aditya—

©2025

1

b25bs1020@iitj.ac.in

GITHUB

4

GITHUB

CONTACT

Build at the frontier

shipping things that matter.

Build at the frontier

even if you aren't one.

Build at the frontier

even if you aren't one.

Build at the frontier

even if you aren't one.

TECH STACK

TECH STACK

ABOUT

Honeyisahyper-nimble,fully-embeddeddesignandgrowthwingthatchallengesenterprisestobuild,marketandinnovateatthespeedandtenacityofastartup.

view work

[ 02 / 09 ]

SKILLS

Technical toolkit.

A growing arsenal focused on AI/ML with a solid systems foundation — Python, PyTorch, NLP, Linux, and transformer architectures. Learn by building; every project is an opportunity to grow.

Strategy
Strategy
Strategy
Campaigns
Campaigns
Campaigns
Copywriting
Copywriting
Copywriting
ArtDirection
ArtDirection
ArtDirection
Branding
Branding
Branding
UI/UX
UI/UX
UI/UX
Video
Video
Video
WebDesign
WebDesign
WebDesign

[ 03 / 09 ]

MY JOURNEY

the devil.

(Four milestones and counting.)

MY JOURNEY

It’s not a deal with

Driven by curiosity, powered by code.

It’s not a deal with

Joined IIT Jodhpur

B.Tech in Applied AI & Data Science begins. IIT Jodhpur '29 — where theory meets terminals, papers, and late-night experiments.

01

Joined IIT Jodhpur

B.Tech in Applied AI & Data Science begins. IIT Jodhpur '29 — where theory meets terminals, papers, and late-night experiments.

01

First Python Project

Built automation scripts and data pipelines — my first hands-on taste of turning ideas into running code.

02

First Python Project

Built automation scripts and data pipelines — my first hands-on taste of turning ideas into running code.

02

Designed a secure authentication framework from scratch — multi-factor auth, modern encryption, and secure session lifecycle management.

Crystal Auth System

03

Crystal Auth System

Designed a secure authentication framework from scratch — multi-factor auth, modern encryption, and secure session lifecycle management.

03

[ 04 / 09 ]

PROJECTS

Selected work.

Things I've built.

Selected work.

Things I've built.

Hands-on systems I've shipped or am actively exploring — from secure auth to language models built layer by layer.


Crystal Auth System (Production): Python, Cryptography, Security. Indigenous LLM (In Progress): PyTorch, NLP, Transformers.


More experiments in AI, data science, and systems programming ship regularly. Open to collaborate on research and interesting builds.


BEFORE

// IIT-J '29

[ 05 / 09 ]

AFTER CODE

BEFORE
// IIT-J '29

[ 05 / 09 ]

AFTER CODE

CRYSTAL AUTH.

[01]

A secure authentication framework built from scratch — MFA, modern encryption, and session lifecycle management. Production-ready.

CRYSTAL AUTH.

[01]

A secure authentication framework built from scratch — MFA, modern encryption, and session lifecycle management. Production-ready.

INDIGENOUS LLM.

[02]

As the ink on the contract dries, effort evaporates into thin air. Meetings and updates never come. You spend weeks treading through “R&D” hell, burning cash like firewood. They promised the world. You're left with a ghost town.

INDIGENOUS LLM.

[02]

As the ink on the contract dries, effort evaporates into thin air. Meetings and updates never come. You spend weeks treading through “R&D” hell, burning cash like firewood. They promised the world. You're left with a ghost town.

PIPELINE.

[03]

Constant experiments in AI, data science, and systems programming. New repos ship regularly — more in the pipeline.

PIPELINE.

[03]

Constant experiments in AI, data science, and systems programming. New repos ship regularly — more in the pipeline.

PYTORCH.

[02]

PyTorch, TensorFlow, Scikit-learn — building and training models with a focus on NLP and transformer architectures.

SYSTEMS.

[03]

Ogilvy said it best: It’s not creative unless it sells. That's the law around here. It’s the gospel. Every piece of work we produce for you is built like a Ferrari. It’s designed with the sole intention to win. It just so happens to look pretty, too.

OPEN SOURCE.

[01]

Community-driven development accelerates everything. You'll find me in the Linux terminal, contributing to open source, or reading transformer papers at 2 AM.

[ 06 / 09 ]

PHILOSOPHY

How I Work

How I Work

Learn by building. Every project is an opportunity to grow — secure auth, NLP experiments, and LLM internals.

Phase 01: Explore

Phase 02: Build

Phase 03: Ship

Phase 04: Iterate

01. Explore

Read papers, sketch architectures, and pick a problem worth solving — usually at the intersection of AI, security, or systems.

Honey

Phase 01: Explore

Phase 02: Build

Phase 03: Ship

Phase 04: Iterate

01. Explore

Read papers, sketch architectures, and pick a problem worth solving — usually at the intersection of AI, security, or systems.

  • PRINCIPLES

  • PRINCIPLES

  • PRINCIPLES

Principles I work by — borrowed from builders, researchers, and the open-source community.

  • PRINCIPLES

  • PRINCIPLES

  • PRINCIPLES

[ 07 / 09 ]

principles

001.
BUILD IN PUBLIC.
001.
BUILD IN PUBLIC.
002.
READ THE PAPERS.
002.
READ THE PAPERS.
003.
SHIP THE CODE.
003.
SHIP THE CODE.
003.
SHIP THE CODE.
004.
STAY CURIOUS.
004.
STAY CURIOUS.
005.
IF YOU CAN'T BE FIRST, BE THOROUGH.
005.
IF YOU CAN'T BE FIRST, BE THOROUGH.
006.
DEBUG UNTIL IT WORKS.
006.
DEBUG UNTIL IT WORKS.
007.
SKILLS COMPOUND WITH EVERY COMMIT.
007.
SKILLS COMPOUND WITH EVERY COMMIT.
008.
OVER-DELIVER ON EVERY PROJECT.
008.
OVER-DELIVER ON EVERY PROJECT.
008.
OVER-DELIVER ON EVERY PROJECT.
009.
GROW BY TACKLING HARD PROBLEMS.
009.
GROW BY TACKLING HARD PROBLEMS.
010.
QUESTION ASSUMPTIONS. ALWAYS.
010.
QUESTION ASSUMPTIONS. ALWAYS.
011.
CRITIQUE WITH CONSTRUCTIVE FIXES.
011.
CRITIQUE WITH CONSTRUCTIVE FIXES.
012.
USE WHAT YOU BUILD.
012.
USE WHAT YOU BUILD.
013.
SERIOUS CODE. HUMBLE ENGINEER.
013.
SERIOUS CODE. HUMBLE ENGINEER.
014.
BUILD TOOLS YOU'D TRUST YOURSELF.
014.
BUILD TOOLS YOU'D TRUST YOURSELF.
015.
FIND ELEGANCE IN THE MATH.
015.
FIND ELEGANCE IN THE MATH.
016.
Document better than you think you need to.
016.
Document better than you think you need to.
017.
INTERESTED PEOPLE STAY INTERESTING.
017.
INTERESTED PEOPLE STAY INTERESTING.

[ 08 / 09 ]

THE CURIOSITY

How machines learn to think.

Kill them
with sweetness.

It started with a single question in a first-year dorm: how do machines actually learn? 


That curiosity led to Python scripts, then PyTorch notebooks, then auth systems and transformer layers written from scratch.


Today I channel it into practical systems at IIT Jodhpur — Applied AI & Data Science, open source, and projects that matter.  


The frontier is LLMs, security, and systems that scale — and I'm building toward it one commit at a time. 


Throughout the Byzantine’s long reign, they share the recipe for Greek Fire with no one. It’s kept under such close lock and key that it’s eventually lost to the jaws of history. Over the centuries there has been countless debate about the ingredients used to make Greek Fire.


Stack: Python, PyTorch, NLP, Linux, Git, Docker, and…

[ 09 / 09 ]

CONTACT

Let's connect.

Let's connect.

I'm listening.

I'm listening.

001

What do you work on?

What do you work on?

Applied AI, NLP, LLMs, secure systems, and open-source tooling — always exploring the next hard problem.

Applied AI, NLP, LLMs, secure systems, and open-source tooling — always exploring the next hard problem.

002

Where are you based?

IIT Jodhpur, Rajasthan — open to remote collaborations, research, and interesting builds.

IIT Jodhpur, Rajasthan — open to remote collaborations, research, and interesting builds.

003

Open to collaborate?

Always — especially on AI, security, or systems work.

004

Best way to reach you?

Email b25bs1020@iitj.ac.in or find me on GitHub @adityarajIITj.

Email b25bs1020@iitj.ac.in or find me on GitHub @adityarajIITj.

SEND A MESSAGE

WHERE
DO I SIGN?

SEND A MESSAGE