Aditya Krishan Goel · Engineering Portfolio

THE WORK · EVERY BUILD BEGINS WITH A QUESTION

Built. Tested.
Revised.

I notice something I cannot explain. I build a way to examine it. The result usually gives me another question.

01AeiX· FOUNDER & LEAD ENGINEER

What happens between electricity bills?

I surveyed 21 SMEs; none had dedicated energy monitoring. So I built AeiX — meters to edge devices to live dashboards for demand, consumption and estimated carbon — and brought it onto a factory floor and my school campus. The school has since asked for plans for two more campuses.

METERS · SAKKATECH PILOT

METERS · 1,500 kW CAMPUS

1,058 kW

CAMPUS PEAK VS 1,500 CONTRACTED

~240K

READINGS · 14-DAY PUBLISHED PILOT

WHAT WENT WRONG

The school dashboard showed negative power, as if the campus were exporting electricity. I traced it to reversed CT polarity. Once fixed, the data exposed junior-school ACs running overnight.

SIGMA XI ENGINEERING AWARDIRIS NATIONAL FINALISTIEOM NORTH AMERICA PAPER

READ THE PAPER · DOI 10.46254/NA11.20260206 ↗

AeiX monitoring at the Sakkatech panel wall

02THREAD-PULLING MACHINE· CO-INVENTOR

Patent Granted

PATENT NO. 606453 · GOVT. OF INDIA · CLICK TO VIEW CERTIFICATE

Could a machine do the tugging?

Garment workers free stuck threads by hand, over and over. With factory technicians at The Prakrit Creations I co-designed a spring-loaded tug-and-pull machine, from CAD to working prototype.

MACHINES SOLD AND IN USE

~30%

PRODUCTION EFFICIENCY GAIN

CLAIMS · CONSOLIDATED FROM 38

WHAT WENT WRONG

My first prototype treated thread removal as a straight pull, and it missed. Watching the workers again, I saw they tugged. That motion became the spring.

INDIA 202511017487 · PUBLISHEDPCT/IB2026/052964CO-INVENTOR: NAMRTA SINGHANIA

03ADAPTIVE STREETLIGHTS· SOLE-AUTHOR RESEARCH

Could streetlights respond to demand?

A Random Forest model on 143,800+ fifteen-minute readings from 12 Delhi controllers, with weather, live traffic and time of day. It drives a simulated dimming strategy that never drops below EN 13201 M5 road luminance.

0.895

TEST R² · MAE 1.01 kW

28.9%

LOWER ENERGY · SIMULATED

143.8K+

15-MINUTE RECORDS

WHAT WENT WRONG

My first model looked too good. 38 variables were leaking the answer into the inputs. Removing them gave a score I could trust.

FIRST PLACE · IEOM BARCELONASIMULATION · NOT A FIELD TRIAL

READ THE PAPER · DOI 10.46254/EU09.20260269 ↗

Chart: actual power, model forecast and dimmed power over four nights, with dimmed road luminance staying above the M5 minimum — CLOSED LOOP ON HELD-OUT TEST DATA · SHADED AREA = ENERGY SAVED · ROAD LUMINANCE STAYS ABOVE THE M5 MINIMUM (0.50 cd/m²) · SIMULATION

More builds

OCEANS · WIND · FOOD PROCESSING

LEAD DESIGNER · TEAM OF FIVE

Project Palash / ReefGuard

A modular hexagonal reef tile: a chelation filter inside removes copper, zinc and chromium; a porous, nutrient-rich shell outside regrows coral.

NationalFINALIST · EURONEXT BLUE ECONOMY

MAKER · GRADE 11

Vertical-axis wind turbine

3D-printed, with voltage and current sensing on an ESP32 and Raspberry Pi. The readings lagged and dropped out — the problem that pulled me toward real-time monitoring.

ESP32+ RASPBERRY PI SENSING

CAD INTERN · VANDNA SOLVEX

Vegetable-washing conveyors

Tomato- and pea-washing conveyors with a sprayer and reservoir to cut wash-water use, for food processors supplying McDonald’s and Nestlé.

2CONVEYOR DESIGNS · 2023

Paper, puzzles
and people.

Origami was one of my first ways of turning an idea into something I could hold. Now I use it to help other students explore forces, motion and structure.

I created six bilingual Folded Physics sessions and trained two teachers to deliver them. I also lead my school’s Maths & Puzzles Society and enjoy cricket, chess, reading and backstage production.

Aditya
Goel

A 1,500 kW campus,
read live.

Cost, carbon and peaks, in one screen.

Built. Tested.
Revised.

What happens between electricity bills?

Could a machine do the tugging?

Could streetlights respond to demand?

More builds

From the floor.

Paper, puzzles
and people.

Recognition

Get in touch.

The cow turned
its head away.

In the press

AdityaGoel

A 1,500 kW campus,read live.

Cost, carbon and peaks, in one screen.

Built. Tested.Revised.

What happens between electricity bills?

Could a machine do the tugging?

Could streetlights respond to demand?

More builds

From the floor.

Paper, puzzlesand people.

Recognition

Get in touch.

The cow turnedits head away.

In the press

Aditya
Goel

A 1,500 kW campus,
read live.

Built. Tested.
Revised.

Paper, puzzles
and people.

The cow turned
its head away.