A field notebook on multidisciplinary systems.
Building things
that notice.
A working record of experiments at the intersection of embedded systems, web development, and machine learning.
turn the pagestay curious.— lab margin
A generalist with a soldering iron.
I am an AI/ML student who likes to move between the physical and digital worlds — wiring sensors, shaping interfaces, and teaching machines to notice useful patterns. This notebook documents the experiments, questions, and systems I am building along the way.
STATUS: LEARNING IN PUBLIC
LOCATION: PHAGWARA, INDIA
Academic profile
ACADEMIC
PROFILE
B.Tech Artificial Intelligence & Machine Learning
“Knowledge is experimental. Growth is iterative.”
Lovely Professional University
“steady output, minimal side effects”
DATA STRUCTURES
Algorithms · ComplexityCOMPUTER VISION
Spatial Signal ProcessingEMBEDDED SYSTEMS
Firmware · Hardware ControlHUMAN-COMPUTER INT.
Ergonomics · Interface Models“Cross-reference all findings against core principles.”
— S/Lab deskCurrent instruments.
“Better Tools.
Bigger Ideas.”
“Same tools.
Bigger dreams.”
“A system is only as good as the tools that power it.”
⚡ SYSTEM BUS
Things I have tried to make.
Active project records served directly from FastAPI backend.
CLICK OR TAP A FOLDER TO INSPECT FILE ↘SENTINEL / NEXAURA
Design a responsive intelligence layer for monitoring complex signals.
AquaSentinel
Explore an affordable sensing system for water-quality awareness.
MIWA
Build a small conversational interface that feels calm and useful.
Rocket Avionics
Understand how onboard systems report state under constraints.
Heartbeat Keychain
Make a tiny object that turns biometric rhythm into a tactile signal.
Repetition is a feature.
Find the work, the half-built ideas, and the clean commits on the board.
“Active log ·
Syncs w/ git repos.”
Outside the classroom
2025.11National Hackathon / Shortlist
A weekend of diagrams, bad coffee, and one surprisingly elegant prototype.
2025.08Tech Fest / Volunteer Lead
Coordinated rooms, people, and a small army of extension cords.
2025.03Open Source / First Contribution
Learned that a tiny documentation fix still moves the whole machine forward.
Places I have helped hold together.
The route is still being drawn.
Build fundamentals
Ship small systems. Read deeply. Keep the notes honest.
Join a research-minded team
Work where embedded data meets usable intelligence.
Design humane machines
Lead products and experiments with real-world consequence.