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
Data Structures
Algorithms · ComplexityComputer Vision
Spatial Signal ProcessingEmbedded Systems
Firmware · Hardware ControlHuman-Computer Int.
Ergonomics · Interface ModelsCurrent instruments.
“Better Tools.
Bigger Ideas.”
“Same tools.
Bigger dreams.”
“A system is only as good as the tools that power it.”
⚡ SYSTEM BUS
“Building across hardware, interfaces, and machine learning.”
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
B.Tech Journey Begins
Pursuing B.Tech in Computer Science & Engineering with specialization in Artificial Intelligence & Machine Learning. Grounded in algorithms, sensor architectures, and autonomous systems.
Smart Water Management System
Engineered an automated IoT-based irrigation and reservoir awareness telemetry system. Deployed multi-sensor probes for real-time soil moisture, thermal gradient, precipitation, and ultrasonic water-level monitoring.
IIT Mandi Rocketry Competition
Constructed high-g telemetry avionics and calibrated motor burn timing under extreme environmental constraints. Secured Runner-Up across national university teams.
An AI-assisted cognitive learning platform focused on personalized recommendation graphs, adaptive question pacing, and real-time student mastery modeling.
WALL-e Line Following Robot
Designed and assembled a high-speed differential-drive line-following robot with custom PID control loops, IR sensor arrays, and sub-millisecond path correction.
Roles & Leadership
Leadership appointments, institutional responsibilities, and competitive delegations:
Core Member
AI Club · LPUProject Lead
Robotics LabCoordinator
Campus Tech FestMentor
Peer Learning CircleThe route is still being drawn.
Embedded Linux & Spatial Vision
Building deterministic pipelines on ARM targets and exploring OpenCV sensor fusion.
Edge Tensor Runtime & Low-Power RF
Quantizing neural network weights for microcontrollers using micro-TVM and LoRa.
Autonomous System Deployment
Field validation of multi-agent robotic networks under unreliable link conditions.