HackIndia Spark 4 · Round 2 · 2026

DermaCam

Model ensembles under a 36-hour deadline.

AI skin, hair and nail diagnosis. 7 specialised models across 4 platforms run in parallel with a majority-voting ensemble, returning results in about 3 seconds. Redis caching, a Hinglish voice assistant, PWA and Android. Built and deployed in a 36-hour hackathon.

Majority voting · click a model to flip its vote

M1
M2
M3
M4
M5
M6
M7

Illustrative Illustrative votes. The real system runs 7 specialised models across 4 platforms in parallel and uses a majority-voting ensemble.

Vibecon India · Round 2 · May – Jun 2026

AutoApply Bot

Multi-tenant billing, isolation and rate limiting in one product.

A solo-built, multi-tenant SaaS on Telegram for job discovery, AI resume scoring and recruiter outreach. n8n pipelines with Groq Llama 4, Hunter.io, Apollo and the Gmail API on AWS EC2. Razorpay billing with webhook-driven payments, PostgreSQL tenant isolation and rate limiting.

One pipeline, separate tenant data

Telegramn8n pipelineGroq Llama 4 scoringHunter.io · Apollo · Gmail
Tenant ATenant BTenant C

PostgreSQL · tenant isolation · Razorpay webhooks drive billing

Illustrative Each tenant's jobs move through the same pipeline while their data stays separated in PostgreSQL.

Backend · Infrastructure · 2026

LLM Gate

Policy enforcement and infrastructure as code for LLM calls.

A policy-driven governance gateway for LLM APIs: Terraform-provisioned infrastructure, automated guardrail and policy checks, and a retry-aware orchestrator that enforces safety, routing and cost controls before requests reach the model.

Send a request through the gate

Request
Guardrail & policy checks
Retry-aware orchestrator
Model

Illustrative Illustrative request paths through the documented design.

AI · Mobile · 2026

Nudge

Constraining an AI to one useful answer.

An AI productivity coach that returns one concrete next action toward your goal, with reasoning, ordered steps and a time breakdown. FastAPI and Groq backend, Flutter and Firebase app, multi-language, plus an offline dino-style mini-game.

From a pile of options to one next action

Next action · one concrete step toward your goal
Reasoning · why this step, now
Steps · 1, 2, 3 in order
Time · how long each part takes
Illustrative Illustrative. Real output: one next action with reasoning, ordered steps and a time breakdown.

Voice AI · In progress

H.E.R.C.S

Local voice plus real tool-calling. Still in progress.

A fully local voice assistant that runs real actions through Groq Llama 3.3 70B tool-calling and replies in a cloned XTTS-v2 voice. Still being built.

Voice in, action, voice out

You speak
Llama 3.3 70B picks a tool call
The action runs
Reply in a cloned XTTS-v2 voice
Illustrative Illustrative flow of the documented design.

AI · Health · 2026

VitalAI

Engagement mechanics around an AI assistant.

A Groq-powered health assistant with gamification: streaks, XP and a "Health Wrapped" recap.

Tap days to check in

Illustrative Illustrative: streaks and XP are the idea, and the numbers here are made up.