INDEX SCMS SCHOOL OF ENGINEERING & TECHNOLOGY // USELESS PROJECTS 3.0 18-hour useless makeathon by TinkerHub

എന്നെ കൊല്ലാണ്ട് ഇരിക്കാൻ പറ്റോ?

(Can you please just not kill me?) — An 18-Hour TinkerHub Useless Projects Journal

SCROLL TO EXPLORE JOURNAL ↓

INDEX USELESS PROJECTS 3.0 // SCMS SSET KARUKUTTY

TINKERHUB SSET SCMS CAMPUS

2:00 PM

⏱️ 18:00:00 REMAINING

MY FIRST MAKEATHON.

IDEAS IN MY HEAD:

0

ആദ്യം ഒരു ഐഡിയയും ഇല്ലായിരുന്നു!
(Genuinely arrived with zero thoughts.)

Everyone around me brought microcontrollers, 3D printing filaments, and whole startup decks.
I brought a notebook and confusion.

TinkerHub SCMS Chapter // Ref: #UP3-SSET-2026

Post Card

INDIA ₹5 POSTAGE

TINKERHUB SSET SEP 2026

VENUE: SCMS School of Engineering & Technology (SSET),
Palissery, Karukutty, Angamaly, Ernakulam, Kerala 683576

The build starts at SCMS School of Engineering

"2:00 PM • Checking in at SCMS SSET labs • The build begins!"

FILE NO: TKH-UP3-OBS-884 CONFIDENTIAL // PHILOSOPHY

PREMISE A — THE HUMAN CONDITION:

We all have dreams.

Goals.

Feelings.

Love.

Passports.

← Humans get legal identities, visas, emotional breakdown privileges.

PREMISE B — THE UNASKED QUESTION:

BUT WHAT ABOUT OBJECTS?

ഒരു കട്ടൻ ചായ കുടിച്ച് ആലോചിച്ചപ്പോൾ തോന്നിയതാ...

"A thought that struck while sipping black tea at an SCMS lab bench."

Do they dream?
Of retiring to a quiet drawer?

Do they feel?
When dropped on cold tile?

Do they want to travel?
Anywhere outside India?

Do they want to speak?
Or just scream at us?

EXHIBIT A CRIME SCENE REPORT // DENTAL HYGIENE

TIME: 03:45 PM // SCMS LAB

"Humans can complain."

"But can Colgate?"

Crime scene evidence: Squeezed and rolled toothpaste tube

📹 EVIDENCE CAM // COLGATE ROLL

ട്യൂബിൽ നിന്ന് ജീവൻ പിഴിഞ്ഞെടുക്കുന്ന ക്രൂരത!

"PLEASE STOP."

"Now imagine it had a passport."

"Would it leave India?"

"Would it need immigration clearance?"

"Honestly... after how we treat it, I'd leave too."

✦ THE PIVOTAL HYPOTHESIS ✦

What if I actually gave objects identities?

← this is the exact second the project was born

എന്നെ കൊല്ലാണ്ട് ഇരിക്കാൻ പറ്റോ?

ENNE KOLLAND
IRIKKAN PATTO?

Show us any object. We'll give it a life.

IMMIGRATION
ENTRY
APPROVED
KOCHI PORT

PHASE 01: THE EMBARRASSINGLY MODEST ORIGIN

OBJECT → PHOTO → PASSPORT

That was literally it. A glorified ID card printer for inanimate matter.

⚡

4:00 PM — THE EPIPHANY

"WAIT. WHAT IF I GAVE THE OBJECT A LIFE?"

Not just a passport. A whole backstory. Traumas. Desires. Regrets. An immigration interview where it pleads for its existence.

"ഒരു പാവം ടൂത്ത്‌പേസ്റ്റിന് പാസ്‌പോർട്ട് കൊടുത്ത് വിടാമെന്നാ ആദ്യം വിചാരിച്ചത്... പിന്നീടാണ് തോന്നിയത്, ആ ടൂത്ത്‌പേസ്റ്റായിട്ട് അങ്ങ് ജീവിച്ചാൽ എന്താ?!" 🪥✨

(Just wanted to stamp a visa for a humble toothpaste... then thought: why not let the user actually LIVE the existential crisis of that toothpaste?!)

✦ DELUSION BLUEPRINT // HOUR 02 // 04:00 PM ✦

THE VERSION THAT LIVED IN MY HEAD

"തലയിൽ ഒരു ₹300 കോടിയുടെ AAA ഗെയിം... കയ്യിലോ ഒരു പാവം വെബ്ക്യാമും, Antigravity-യും, പിന്നെ ഞാനും! hehe..."

ESTIMATED BUDGET: $40,000,000 // TEAM: 1 TIRED STUDENT // SUCCESS PROBABILITY: 0.00% // CONFIDENCE: 110% 🔥

CAD_DRAFT: 01/99 // CODENAME: OBJECT_SIMULATOR_2026 SCOPE: CATASTROPHICALLY OVER-AMBITIOUS

MODULE 01 CV PIPELINE

3D Rigged Avatars

Computer vision auto-rigs any photographed object into a skeletal 3D raytraced model in real-time.

"വെറുമൊരു ഫോട്ടോ എടുത്താൽ ചലിക്കുന്ന 3D മോഡൽ! ആഹാ അന്തസ്സ്!"

MODULE 02 PROCEDURAL WORLD

WASD Open World

Explore an infinite procedural Kerala city with physics, traffic, and chai stalls for a wandering pazham (പഴം 🍌).

"കരുകുറ്റി മുതൽ കുട്ടപ്പൻ ചേട്ടന്റെ ചായക്കട വരെ റോന്ത് ചുറ്റി നടക്കുന്ന ഒരു പാവം പഴം!"

MODULE 03 WALL STREET

Object Economy

Complex barter market where ballpoint pens short pencil stocks and trade paperclips for rent.

"പേനയും പെൻസിലും ചേർന്ന് ഷെയർ മാർക്കറ്റ് ഉണ്ടാക്കൽ!"

MODULE 04 BOLLYWOOD DRAMA

Romance & Crime

Commit petty misdemeanors, fall in love with an electric toaster, and flee customs police.

"കെറ്റിലും ടോസ്റ്ററും തമ്മിലുള്ള പ്രണയവും പോലീസ് ചേസും!"

MODULE 05 SUSHIN SHYAM BGM

AI Cinematic Film

Generative video rendering of the object's life story scored with high-octane cinematic background music.

"സുഷിൻ ശ്യാമിന്റെ ബിജിഎമ്മോടെ ഒരു പാവം സ്റ്റേപ്ലറുടെ മാസ്സ് എൻട്രി സിനിമ!"

വൈകുന്നേരം 5 മണി വരെ USB കേബിളുകളുടെ പ്രണയം പ്ലാൻ ചെയ്തു... പിന്നെ മനസ്സിലായി, USB കേബിളുകൾക്ക് എനിക്കില്ലാത്ത പ്രേമം വേണ്ടെന്ന്! "എനിക്ക് കിട്ടാത്തത് നിനക്കും കിട്ടണ്ടെടാ!" 💔

"At 5:00 PM, planned an epic USB cable romance... then realized: why should USB cables get the love that even I don't have?! 'Enikku kittathathu ninakkum kittendada!'"

REALITY AUDIT

⚠️ EMERGENCY TRIAGE DOCKET • 07:00 AM // SCMS SSET LABS • 01:00:00 TO DEADLINE

✗ TRIAGE VERDICT: 85% MASSACRED

THE VERSION 18 HOURS ALLOWED

"തലയിൽ ഒരു GTA 6... കയ്യിലോ ലിമിറ്റ് തീർന്ന Antigravity-യും, അടിച്ചുപോവാറായ ലാപ്ടോപ്പും, പണിയെടുത്ത് ക്ഷീണിച്ച എന്റെ തലച്ചോറും!"

AUDIT RESULT: 04 LEAN SURVIVORS SHIPPED // 04 CASUALTIES BURIED BEHIND SCMS LABS

✓ WHAT ACTUALLY SHIPPED കട്ടക്ക് കൂടെ നിന്നവ (04)

MODULE 01 // CV SCANNER ✓ 0s LATENCY

Webcam Sniper Scan

Pointed whatever junk was on the desk at the webcam. HTML5 Canvas + OpenCV frame capture with neon targeting reticles. Zero budget machine vision that worked with 100% reliability on jury laptops.

"മുന്നിൽ കാണുന്ന സാധനം നേരെ ക്യാമറയിൽ കാണിച്ച് ജീവൻ കൊടുക്കൽ! ബാക്കിയെല്ലാം കാറ്റിൽ പറത്തി."

MODULE 02 // DUAL AI PARSER ✓ 1.2s FAILOVER

Dual-Engine Failover Proxy

Custom Node.js load-balancer in server.js. If NVIDIA Nemotron timed out at 5 AM, Google Gemini 1.5 Flash instantly caught the drop in 1.2s flat with hilarious biographical trauma.

"ഒരുത്തൻ പണിമുടക്കിയാൽ അടുത്തവൻ റെഡി! ലൈവ് ഡെമോയിൽ എയറിലാവാതിരിക്കാൻ ഒരു സേഫ്റ്റി നെറ്റ്."

MODULE 03 // BORDER TRIBUNAL ✓ ₹50 BRIBE

Corrupt Immigration Officer

Officer with 4 expressive visual moods (stare, doubt, happy, pass). Interrogates objects aggressively, but exhibits complete moral collapse when offered a ₹50 bribe.

"കൈക്കൂലി ₹50 കൊടുക്കാതെ ഒരു സാധനവും ബോർഡർ കടക്കില്ല! ചോദ്യം ചോദിച്ച് വട്ടം കറക്കും."

MODULE 04 // MORTALITY ENGINE 💀 100% FATAL

Inevitable Tragic Obituary

Every single object meets its comedic demise within 60 seconds (battery drain, crushed by coder). Full black obituary plaque with dramatic v.mp3 death audio that made the jury laugh.

"ജനിച്ചാൽ മരിക്കണം, അത് ഒബ്ജക്റ്റ് ആയാലും അങ്ങനെ തന്നെ! ബാങ്കിൽ എത്ര ബാലൻസ് ഉണ്ടെന്നൊന്നും കാലൻ നോക്കില്ല... എപ്പോഴെങ്കിലും ഒക്കെ അങ്ങ് വരും, കൊണ്ട് പോവും! അപ്പോ ജീവിക്കുന്ന സമയം ഹാപ്പിയായിട്ട് ജീവിക്കുക, അത്ര തന്നെ!"

💀 THE CASUALTIES ബലി കൊടുത്തവ (04)

✗ KILLED 11 PM

FEATURE 01 // 3D WORLD

Open World WASD Exploration

Three.js tried to render 4,000 raytraced staplers and set the laptop cooling fan on fire like a helicopter taking off from Karukutty. Immediate termination to prevent motherboard explosion.

"ലാപ്‌ടോപ്പ് ചൂടായി പുകഞ്ഞു... അപ്പോഴേക്കും ആ പ്ലാൻ തട്ടിൻപുറത്തേക്ക് മാറ്റി!"

✗ RIP 01 AM

FEATURE 02 // BARTER SYSTEM

Multiplayer Object Economy

WebSocket server choked on campus Wi-Fi. Latency hit 9,000ms. Ballpoint pens staged an immediate general strike and refused to trade digital pins.

"വൈഫൈ പോയി... അതോടെ സാമ്പത്തിക വിപ്ലവം ഫ്ലാറ്റ്! ഒബ്ജക്റ്റുകൾ പണിമുടക്കി."

✗ EXECUTED 03 AM

FEATURE 03 // DATING SIM

Toaster Romance Arc System

Realized at 3:30 AM that scripting romantic dialogue tension between an electric kettle and a bread toaster is a psychiatric red flag. Deleted 4 pages of script.

"മൂന്നര മണിക്ക് ഇരുന്ന് തേങ്ങാ കൊല പോലുള്ള പ്രണയകഥ എഴുതാൻ തലച്ചോറ് സമ്മതിച്ചില്ല!"

✗ BURIED 05 AM

FEATURE 04 // GENERATIVE CINEMA

IMAX 4K Generative Cinema

Video generation API demanded a credit card with $800 balance. Student bank account balance: ₹34.50. Instant funeral. Replaced with 8-bit text obituaries. Total cost: ₹0.

"അക്കൗണ്ടിൽ ഉള്ളത് 34 രൂപ, API ചോദിക്കുന്നത് ഡോളർ! ഷാജി പാപ്പന്റെ കയ്യിൽ പോലും ഇത്രേം കാശില്ല... പോട്ടെ പുല്ല് എന്ന് വെച്ചു!" 🐐🔥

bash — node server.js — SCMS SSET LAB 2 ● LIVE

// 05:14 AM — REAL SERVER LOGS (SCMS CAMPUS LAB)

node server.js

[AI PROXY] Dual Engine initialized (Nemotron + Gemini 1.5)

[AI ERROR] NVIDIA endpoint timed out (45000ms)

// 05:15 AM: Frantic automatic failover to Gemini 1.5 Flash...

[AI SUCCESS] Object identified in 1.2s: "HALF-EMPTY RED BULL CAN"

[IMMIGRATION] Visa Denied: Cause of Death: Crushed by coder.

// "PLEASE DON'T CRASH IN FRONT OF THE JURY"

SCMS Build Phase Hard at Work

"6:00 PM • Build Phase at SCMS SSET • Jumper wires, code sprints & desk naps"

"ഇനി അല്പം ഫിലോസഫി ആവാം, ലേ? ജീവിതം ഒരു യാത്രയാണ് കുഞ്ഞേ... കൂടെ വരുന്നവരൊക്കെ അവസാനം വരെ ഉണ്ടാവണം എന്ന് നിർബന്ധമില്ല! അതുപോലെ കൂടെ ഉണ്ടായിരുന്നതൊക്കെ ഓരോന്നായി പോയി... അവസാനം ബാക്കി വന്നത്: ഒരു വെബ്ക്യാം, കുറച്ചു കോഡ്, പിന്നെ ആ ഇമ്മിഗ്രേഷൻ ഓഫീസറും പുള്ളിയുടെ ഒരു ₹50 കൈക്കൂലിയും! ഇതൊക്കെ വെച്ച് നമ്മളങ്ങ് മാസ്റ്റർപീസ് ഉണ്ടാക്കി... ഉള്ളതുകൊണ്ട് ഓണം പോലെ എന്നാണല്ലോ!" ☕✨

"Time for a little philosophy, eh? Life is a journey, kid... not everyone who boards with you travels till the end! Same with our features. Fell off one by one, until what was left was: a webcam, some code, and that immigration officer with his ₹50 bribe. And with that, we made a masterpiece... 'Ullathu kondu Onam pole', as they say!"

CHRONOLOGY

18-HOUR USELESS MAKEATHON • SCMS SSET KARUKUTTY

"Every minute accounted for. Even the ones spent questioning my life choices."

INTERACTIVE CHRONOLOGY // 6 PIVOTAL HOURS

ഇവിടെ ക്ലിക്ക് ചെയ്യ്! ➔ Click any hour below to open that dossier! 👇

14:00 IST 18:00:00 REMAINING

ARRIVAL AT SCMS CAMPUS // ZERO IDEAS

Walked into the engineering labs at SCMS College with cold hands and an empty notepad. Other teams were already unboxing soldering irons, Arduino kits, and 3D printing filaments for the TinkerHub Useless Projects makeathon. I had literally nothing except a desire to build something brilliantly useless.

എല്ലാവരും എന്തൊക്കെയോ ഉണ്ടാക്കുന്നു... ഞാൻ വെറുതെ ഇരിക്കുന്നു!

"Everyone had blueprints and robots. I was sipping tea wondering what I got into."

TERMINAL_01 // ENTRANCE.LOG - □ ×

whoami

jaisi@scms-engg:~$ first-time-hacker

// Querying mental memory bank for ideas...

Error 404: Inspiration not found (0 ideas)

cat status.txt

STATUS: Staring at laptop, drinking canteen chai.

MILESTONE 1 OF 6 // ARRIVAL

17:00 IST 15:00:00 REMAINING

THE COLGATE SQUEEZE BREAKTHROUGH

Watching everyday items around the makerspace. A half-crushed tube of toothpaste in someone's backpack triggered the existential breakthrough: Humans file for immigration and passports to escape stressful lives... what about our objects?

ട്യൂബിനും വിസ വേണം!

"Toothpaste tube demands diplomatic immunity under Article 3."

CORE_HYPOTHESIS.TXT - □ ×

EVIDENCE NOTE #42

Object: Colgate Max Fresh (Flatlined)
Pressure: 42 PSI (Thumb squeeze)
Complaint: "PLEASE STOP. I HAVE GIVEN YOU EVERYTHING."

ACTION: ISSUE EMERGENCY CITIZENSHIP PASSPORT

MILESTONE 2 OF 6 // THE SPARK

22:00 IST 10:00:00 REMAINING

FEVER DREAM & SCOPE EXPLOSION

Peak delusion hour. Instead of building the webcam scanner, I was designing a 3D open-world city where staplers rob supermarkets and water bottles start startup incubators. 4 pages of handwritten game architecture notes. 0 lines of camera code.

"I was genuinely planning a 40-minute Pixar movie generator inside browser memory."

FANTASY_BUDGET.XLS - □ ×

3D Rigging Engine$12,000,000

Open World Physics$18,000,000

Toaster Romance AI$10,000,000

TOTAL BUDGET:$40,000,000

ACTUAL BUDGET: 2 SAMOSAS & CHAI

MILESTONE 3 OF 6 // SCOPE CREEP

02:00 IST 06:00:00 REMAINING

MURSHUU EVENT & CAFFEINE RESCUE

Everyone was hitting the 2:00 AM wall. Eyes drooping, bugs accumulating. Then Murshuu caused complete comedy chaos across the maker tables. Laughing recharged the room. Two cans of Red Bull were acquired under mysterious circumstances.

2 മണിക്ക് ഉറക്കം വന്നപ്പോൾ ചിരിയും റെഡ് ബുള്ളും രക്ഷിച്ചു!

"Saved from the brink of sleep by pure chaotic community energy."

RADAR_02 // RED_BULL_INVENTORY - □ ×

[INVENTORY REPORT // 02:14 AM]

• Red Bull Cans: 2 (HEIST SUCCESSFUL)

• Shared with friends: 0 (SURVIVAL PROTOCOL)

• Sleepiness Level: 98% ➔ 12% (SUPERCHARGED)

• Keystrokes per minute: 140 WPM

"And somehow... I went straight back to coding the passport generator."

MILESTONE 4 OF 6 // RED BULL

05:00 IST 03:00:00 REMAINING

AI API RESCUE & PYTHON PANIC

Nightmare alert: The primary AI endpoint began returning 45-second gateway timeouts. Frantic triage in server.js—built a dual-engine failover proxy switching between NVIDIA Nemotron and Google Gemini 1.5 Flash. If one failed, the other caught the object frame.

"If the API timed out during the morning jury pitch, the object would die before receiving its passport!"

SERVER_FAILOVER.JS - □ ×

[ERR] Primary LLM timeout (45000ms)

// Executing instant failover to Gemini Flash...

[200 OK] Image multipart blob accepted

[OBJECT DETECTED]: Computer Mouse

[TRAITS]: Born in Japan, feared of being thrown away

SERVER STABILIZED AT 05:42 AM. PRAYERS ANSWERED.

MILESTONE 5 OF 6 // FAILOVER

08:00 IST 00:00:00 — FINISHED

ZERO-HOUR SUBMISSION & SURVIVAL

18 hours over. Exhausted, red-eyed, caffeine buzzing through veins. The complete pipeline worked: camera detected the mouse, passport generated with official insignia, immigration officer accepted a ₹50 bribe, and the mouse died peacefully of battery drain.

SUBMITTED // PROJECT COMPLETE // SCMS SSET

SUBMISSION_VERDICT.CONF - □ ×

USELESS PROJECTS 3.0 // MAKEATHON VERDICT

"Completely useless. Highly emotional. Absolutely brilliant."

Total Lines of Code: 2,400+ • Total Sleep: 0 hrs • Final Bug Count: 4 (features, not bugs)

MILESTONE 6 OF 6 // FINISHED

DECONSTRUCTION // 4 CORE SCREENS

BUILDING THE PROJECT

The authentic 4-step pipeline that shipped at 08:00 AM. Every screenshot below is captured directly from the live makeathon demo.

Scanner screen with targeting reticle and SCAN OBJECT button

● CAM_01 // LIVE TARGET ACQUIRED

Point Laptop Camera At Any Object

Instead of needing expensive sensors or barcode tags, the player simply holds any physical item in front of their webcam. OpenCV and browser HTML5 Canvas extract a 640x480 snapshot and beam it to the AI vision backend.

Makeathon Hack: Added bounding reticle lines in CSS to make a 5-dollar laptop webcam feel like an FBI biometric border scanner.

മൗസോ, ബോട്ടിലോ, പേനയോ... എന്തും ക്യാമറയ്ക്ക് മുൻപിൽ കാണിക്കാം!

Official Republic of Objects Passport booklet for The Mousey-Mouse

★ OFFICIAL CITIZENSHIP DOSSIER

The Mousey-Mouse Gets Its Identity

The AI parses the photo and constructs a full psychological and bureaucratic profile inside an authentic dual-page passport booklet:

ORIGIN: Computer lab in Japan (1999)

PERSONALITY: A bit lazy, very efficient

FEAR: Being thrown away

WEAKNESS: Gets stuck in corners

OBJECT LIFE REGISTERED // SCMS SSET

Immigration officer dialogue screen accepting ₹50 bribe

OFFICER: PASS

The Bureaucratic Crucible

Before an object enters the world, it must pass a notoriously unpredictable Kerala immigration officer. The player can talk, plead, or offer an honest ₹50 tea charge bribe:

CLICK TO TEST OFFICER EMOTIONS:

*looks left and right* "Aha! ₹50 bribe?! ...I am an honest officer! *quietly pockets ₹50* ...Okay, tea charge accepted! APPROVED!"

"Njan harmless aanu bro!" "Ithil ₹50 edukko? (Bribe)" "Ask the banana witness!"

Rest in peace death screen for The Mousey-Mouse

FATALITY: 100% UNFORGIVING

Every Object Eventually Dies

The core comedic rule of the project: No matter how glorious the passport, no matter how many bribes were paid, every single object meets an absurd, inevitable death.

OFFICIAL POST-MORTEM REPORT

"Ella karyavum kazhinju... The Mousey-Mouse aa pazhaya shelf-il thirichu vechu. Aarum orma illa."

Cause of Death: Mouse battery drain pannu.

DOCUMENTARY INTERLUDE // 02:00 AM

THE NIGHT

"At 2:00 AM, everyone was dying. Then Murshuu brought both chaos and philosophy."

REC 02:00:14

TAPE 01: SPREADING SMILES

📹 CAM_01: MURSHU_SMILE.MP4 SCMS LAB 2 • 60FPS

[THE COMEDIC RESCUE]

"2 മണിക്ക് ഉറക്കം തൂങ്ങി വീണവരെ മുർഷു ചിരിപ്പിച്ച് എഴുന്നേൽപ്പിച്ചു!" ☕🔥

"The entire maker floor was nodding off onto their keyboards... then Murshu walked through and recharged the room with pure chaotic laughter!"

REC 02:22:45

TAPE 02: 21-YR-OLD FUTURE SPEECH

📹 CAM_02: MURSHU_MOTIVATION.MP4 SCMS LAB 2 • 60FPS

[THE 2 AM PHILOSOPHER & MOTIVATOR]

"മുർഷു: ഒരു എന്റർടെയ്നർ മാത്രമല്ല, ഞങ്ങളുടെ 2 AM മോട്ടിവേഷൻ ഗുരു കൂടിയാണ്! 🎤✨"

'21 വയസ്സുള്ള ചെറുപ്പക്കാർ നാടിന്റെയും പരിസ്ഥിതിയുടെയും ഭാവിയെക്കുറിച്ച് ചിന്തിക്കണം, അങ്ങനെയുള്ളവരെയാണ് നാടിന് ആവശ്യം!' എന്ന് രാത്രി 2 മണിക്ക് മുർഷു ഭായ് സീരിയസായി ലൈഫ് ക്ലാസ് എടുക്കുമ്പോൾ... കയ്യിലിരിക്കുന്ന ചത്ത കമ്പ്യൂട്ടർ മൗസിന് ₹50 കൈക്കൂലി കൊടുത്ത് വ്യാജ പാസ്പോർട്ട് അടിക്കുന്ന ഞാൻ: 'അപ്പൊ ഭാവിയുടെ ആ വലിയ പ്രതീക്ഷ ഞാനാണോ bro?!' 😭💀

"Murshuu dropping heavy 2:00 AM life wisdom: 'We need 21-year-olds who truly care about our future and environment.' Meanwhile, me desperately writing Node.js code to bribe an immigration officer ₹50 for a dead computer mouse: '...Do you really think I'm that person for the future?!'"

✦ BIO-STATUS // 02:30 IST SCMS SSET LAB 2

Caffeine Saturation: 100% (2x RED BULL)

Surviving Brain Cells: 14%

Keyboard Typing Velocity: 140 WPM

"Two Red Bulls were acquired under mysterious circumstances. Neither was shared with the supporters. And somehow... with Murshuu's laughter echoes still bouncing off the lab walls, I went straight back to debugging the passport layout."

TELEMETRY STATUS ● CRITICAL OVERDRIVE

✦ MIDNIGHT EVIDENCE // SURVIVAL ARCHIVES SCMS LABS • 02:45 AM

Midnight Laughter and Jenga Game at SCMS

"02:30 AM • Laughter & late-night Jenga tournaments between git commits."

Floor Coding and Behind the Scenes at SCMS

"Behind The Scenes • Hallway floor workstations, paper crafts & debugging."

INCIDENT REPORT // 04:00 AM

OH NO.

NOT A CORPORATE "CHALLENGES" SECTION. REAL BUGS THAT ALMOST KILLED THE MAKE.

BUG #01 // HALLUCINATION FATALITY

The Sentient Cherthala Warhead

Held a plastic Bisleri water bottle in front of the camera during early vision tests. The AI returned: "Object: Soviet Nuclear Intercontinental Warhead manufactured in Cherthala, 1984. Threat Level: Catastrophic."

Verdict: Water bottle denied entry under anti-terrorism regulations.

BUG #02 // THE NEGATIVE BRIBE

The Officer Paid Me ₹50

In an early build of the immigration interrogation, typing -50 in the bribe input resulted in the officer saying: "Aha! You have taxed me! Take this ₹50 and please cross the border immediately!"

Fix: Added Math.max(0, bribe) so the government doesn't go bankrupt.

BUG #03 // PREMATURE MORTALITY

Dead Before Born

A race condition between eval-action.js and the UI renderer caused objects to trigger their death sequence while the passport animation was still sliding onto the screen.

Tragic Result: Instant obituary for a pen that never had a chance to live.

BUG #04 // SVG TEXT OVERFLOW

The 800-Word Name Disaster

Gemini decided to output a 4-paragraph psychological treatise inside the single-line Object Name field, completely obliterating the passport layout and pushing the footer into outer space.

Fix: Brutal 32-character string truncation with ellipses.

ബഗ്ഗുകൾ ഫീച്ചറുകളാക്കി മാറ്റിയ മാന്ത്രിക രാത്രി!

"Every bug was so funny that we kept half of them as official game mechanics."

EVOLUTIONARY TRIAGE // 18-HOUR LOG

WHAT SURVIVED VS WHAT DIED

How frantic pivots during the night saved the project from collapsing.

ORIGINAL PLAN (04:00 PM)

Physical Thermal Receipt Printer

Connecting a hardware POS thermal printer via serial USB to spit out mini pocket paper passports.

SHIPPED REALITY (03:00 AM)

Digital Dual-Page Passport Booklet

Printer ran out of paper at 1 AM. Built the dual-page leather-bound SVG passport in browser instead. 10x better!

ORIGINAL PLAN (07:00 PM)

Fragile Python OpenCV Script

Running local Flask backend that choked on webcam binary buffers and locked up the operating system.

SHIPPED REALITY (05:00 AM)

Dual-Engine Failover Proxy (server.js)

Express server load-balancing between NVIDIA Nemotron and Google Gemini 1.5 Flash. Fast, zero-crash reliability.

ORIGINAL PLAN (11:00 PM)

Boring Static Form Submit

Input box: "Type answer to enter." Felt like filing taxes or answering a sterile Google Form.

SHIPPED REALITY (04:00 AM)

Corrupt Officer with ₹50 Bribe Mechanic

Added 4 expressive facial mood states (`stare`, `doubt`, `happy`, `pass`) and realistic Manglish bribes!

COMPLETE NARRATIVE LOOP

THE FINAL OBJECT JOURNEY

"Every object gets a beginning, an identity, and an absurd comedic ending."

PHASE 01

📷

CAMERA SCAN

Point webcam at object. Canvas frame capture.

PHASE 02

🛂

PASSPORT ISSUED

AI constructs origin, personality, fears, traits.

PHASE 03

👮

INTERROGATION

Cross-examined by immigration officer. Bribe accepted.

PHASE 04

🌟

MOMENT OF GLORY

Enters the Republic. Lives its wildest dreams.

PHASE 05

💀

INEVITABLE DEATH

Battery drains, crushed by coder. Full eulogy.

Showcase and live demo on stage at SCMS

"08:30 AM Showcase • Live projector demos on the SCMS stage — computer vision, jury banter & room laughter!"

EVIDENCE TAPE OFFICIAL DEMO VIDEO // SCMS MAKEATHON

OPEN IN YOUTUBE ↗

Real-time walkthrough: Object webcam acquisition, instant passport issuance, border interrogation with the suspicious officer, and live death countdown.

● 100% SHIPPED & PLAYABLE

✦ PLAYABLE EXPERIMENT AVAILABLE ✦

Give An Object In Your Pocket A Life Right Now

Got a coin, a pen, or a bottle nearby? Open your webcam and see if your object can survive immigration!

⚡ LAUNCH LIVE APPLICATION ➔

DEEP DIVE // SYSTEM TELEMETRY

UNDER THE HOOD: THE DUAL-AI VISION ARCHITECTURE

HOW A SILLY PREMISE WAS BUILT ON SERIOUS ENGINEERING: DUAL-MODEL RACING, MULTI-FRAME CONSENSUS, AND ZERO-WIFI RESILIENCE.

PILLAR 01 // REDUNDANCY & LATENCY

Dual-AI Async Race Engine

With 100+ makers straining SCMS college WiFi, external API calls frequently spiked to 8+ seconds or threw 429 rate limits. We built an asynchronous race architecture firing Google Gemini 2.0 Flash (strong visual object detection) and NVIDIA Nemotron simultaneously. Whichever provider responds first with valid JSON wins the passport grant. Roundtrip latency plummeted to <1.2 seconds.

const winner = await Promise.race([
callGeminiVision(frames),
callNemotronVision(frames)
]);

PILLAR 02 // COMPUTER VISION

Multi-Frame Canvas Consensus

Holding a physical object in front of a laptop camera in dim midnight lighting produces severe motion blur. Single-shot image detection frequently hallucinated bananas as lightbulbs. Our client pipeline streams from navigator.mediaDevices into an offscreen HTML5 <canvas>, captures 3 staggered frames across 600ms, standardizes aspect ratios, and dispatches multi-frame consensus to filter jitter.

// 3-frame buffer consensus
ctx.drawImage(video, 0, 0, 320, 240);
const frames = await captureBuffer(3, 200);

PILLAR 03 // PROMPT ENGINEERING

Satirical Manglish Persona & Bribe State Machine

Generic LLM system prompts produce sterile, polite corporate assistants. We engineered strict negative constraints and few-shot Manglish examples to enforce a cynical Kerala border official persona ("mwone", "scene mone", "adichu shape maattum"). It features an interactive bribe state machine: typing a ₹50 tea charge triggers facial state transitions (stare → doubt → pass) and unlocks passage!

if (bribeAmount >= 50) {
officer.mood = 'pass';
return "₹50 tea charge accepted! APPROVED!";
}

PILLAR 04 // FAULT TOLERANCE

Zero-WiFi Deterministic Heuristic Fallback

At 03:30 AM, campus connectivity abruptly died. If the app crashed during judge testing, game over. We implemented generateSmartPassport(): a zero-dependency deterministic heuristic generator that hashes the object's string name into mathematical seeds to calculate unique passport IDs, existential missions, and death clocks entirely in <10ms offline.

catch (networkError) {
// Instant 10ms offline generation
return generateSmartPassport(objectName);
}

COMMUNITY & SQUAD DYNAMICS

THE SQUAD THAT WASN'T A TEAM

ON PAPER, I WAS REGISTERED AS "01 MAKER // 1 TIRED STUDENT". IN REALITY, THIS PROJECT WAS POWERED BY THE TINKERHUB SCMS COMMUNITY.

Hackathons often look like isolated teams huddled over keyboards with headphones on. But Useless Projects 3.0 at SCMS School of Engineering was completely different. Even though many of us came in solo or in small squads, the late-night pressure erased all classroom divisions. We weren't competing against each other — we were all fighting the same 03:00 AM sleep monster.

"Nikhil was hacking on a truly legendary useless idea: a device designed to trap mosquitoes and psychologically irritate them. Before this night, I had zero embedded hardware experience. Collaborating with Nikhil at 03:00 AM became an incredible hands-on crash course: I learned how Arduino microcontrollers read analog inputs, how ultrasonic & motion sensors trigger detection gates, and how buzzer actuators pulse frequencies to harass insects."

✦ Hardware-Software Symbiosis: While I learned sensor wiring and Arduino logic from his mosquito rig, Nikhil helped calibrate my webcam angles and stress-test computer vision with items from his pockets!

"They were sitting right nearby throughout the night. Whenever my computer vision pipeline needed testing, they didn't just give feedback — they emptied their backpacks. Water bottles, biscuit wrappers, broken pens, ID cards. They helped debate whether a crushed tube of Colgate had constitutional rights under object law, and kept spirits high through every API crash."

"Different branches, different classes. In normal college life, you walk past each other in the corridors without a word. But at 02:00 AM on the lab floor, they were sharing phone hotspots when the college network choked, debugging build errors together, exchanging charging cables, and cheering on every absurd stage demo."

"When the room went silent at 02:30 AM and everyone was staring blankly at syntax errors, Murshu walked across the lab tables doing unscripted comedy and motivation. That laughter was more effective than three cans of Red Bull. It transformed exhaustion into pure creative momentum."

"If Useless Projects 3.0 hadn't happened, I probably would never have met or connected with Alok, Albin, Ajay, Nikhil, Murshu, Fifaa, and Niranjana. Even though we weren't registered as a single team, we worked as one big team — helping everyone, laughing together, and surviving 18 hours of ridiculous making."

— Justin // SCMS SSET Makerspace, 08:00 AM