CASE STUDIES

Curated work

Ledgr — project poster
Data PlatformHackathon WinnerFeatured

Ledgr

1.99M rows of FMCG supply-chain data turned into forecasts a distributor can actually order against.

Medallion pipeline turning 1.99M raw rows into orderable forecasts

PythonFlaskSnowflakeMedallion ArchitectureStreamlitOllama (Local LLM)
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Vision-X — project poster
Edge AINational FinalistFeatured

Vision-X

Radar that finds a heartbeat through a wall — built so a fire crew can carry it into a burning building.

Through-wall vital-sign detection for disaster response teams

PythonTensorFlow LiteEdge ImpulseQualcomm AI Hub (QNN/QAIRT)ONNX RuntimeOn-Device LLM (Genie)
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NeuralRail — project poster
Digital TwinSIH Runner-UpFeatured

NeuralRail

A digital twin of a railway section that decides which train moves next, and an Android app to watch it work.

Digital twin deciding which train moves next across a section

PythonAndroid (Kotlin)Algorithmic Logic
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Sankhya — project poster
AnalyticsGovernanceFeatured

Sankhya

5M+ Aadhaar records read for the story they tell — district stress, demand spikes and migration that shouldn't be there.

Predictive governance over 5M+ Aadhaar ecosystem records

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Railway Traffic Controller — project poster
Reinforcement LearningOpen Source

Railway Traffic Controller

An RL environment where two trains structurally cannot occupy the same block — safety encoded, not rewarded.

Safety encoded as an invariant, not learned from reward

PythonFastAPIReinforcement LearningOpenEnv ProtocolDocker
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UAV-GradCAM-Lite — project poster
Computer VisionResearchOpen Source

UAV-GradCAM-Lite

Spatial attention and Grad-CAM heat maps showing exactly where a model looks in an aerial frame.

Spatial attention and Grad-CAM interpretability on aerial imagery

PythonPyTorchComputer VisionGrad-CAMAttention Mechanisms
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MORE BUILDS

PDF Quiz Generator — project poster
Full StackCompetition Winner

PDF Quiz Generator

Upload a PDF, get a timed quiz. Won the intercollege Code Cooking competition.

LLM-backed quiz generation from any uploaded PDF

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Digibalance — project poster
AndroidSystems

Digibalance

Android screen-time control with a focus mode built to survive the usual workarounds.

Focus mode built to survive the usual workarounds

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LiDAR Object Detection — project poster
Computer VisionData Engineering

LiDAR Object Detection

Preprocessing and QA pipelines for 3D tracking on autonomous-driving point clouds.

QA pipelines for 3D tracking on autonomous-driving point clouds

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Prompt Optimization — project poster
Generative AIEvaluation

Prompt Optimization

Structured prompt design for LLM reasoning, factual alignment and safety across retail, finance and conversational domains.

Structured prompt design for reasoning, alignment and safety

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VM Detection Module — project poster
SecurityAndroid

VM Detection Module

Runtime checks that tell a real device from an emulator — the primitive behind proctoring and anti-fraud.

Runtime checks that tell a real device from an emulator

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GFX Utility — project poster
AndroidTooling

GFX Utility

A lightweight Android utility for device-level graphics configuration.

Device-level graphics configuration in a lightweight utility

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