Our work / 11 projects

A record of what
we've built.

A growing collection of software we've designed, engineered, and shipped across products, AI, systems, automation, and infrastructure. Project names are working titles where client confidentiality applies.

What we've built

Software built for real problems.

Project names shown here are working titles used to describe the work.

Private Knowledge Search project preview

Private Knowledge Search

Bodh is a private, offline semantic search layer for organisational knowledge. It uses autoencoder-based representation learning to understand queries by meaning rather than exact wording, letting teams search internal documentation, tools, and practices without sending any data to an external AI service.

Semantic SearchRetrievalPrivate AIPythonEnterprise Knowledge
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Vehicle Market Intelligence project preview

Vehicle Market Intelligence

Drishti is a competitive-intelligence platform built for a US used-car dealership. It continuously monitors competitor inventory, compares similar vehicles, studies dealership-level patterns, and turns changing market conditions into practical pricing and merchandising recommendations.

Web ScrapingMarket IntelligenceAutomotiveData PipelineAI/ML
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Packaging Data Extraction project preview

Packaging Data Extraction

Visionary Extractor uses computer vision, image processing, and OCR to turn packaging images into structured product information, supporting cataloguing, inventory, verification, warehouse operations, and supply-chain workflows.

Computer VisionOCRSupply ChainPythonMachine Learning
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Workflow Visibility Platform project preview

Workflow Visibility Platform

Shodh is a research assistant built for a difficult operating reality: questions arrive in unpredictable ways, while the available knowledge remains fixed and curated. It absorbs incoming questions, groups them intelligently against indexed research, sends them through retrieval workers in efficient batches, and protects the system when demand exceeds safe capacity.

Research InfrastructureSemantic RetrievalPythonDistributed SystemsAI
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Reliable Inference Infrastructure project preview

Reliable Inference Infrastructure

Vega is a high-throughput inference serving system designed for extreme traffic bursts on fixed private infrastructure. Instead of relying on reactive autoscaling, it uses shared queuing, dynamic batching, backpressure, and controlled load shedding to maximise existing compute utilisation.

AI InfrastructureInferenceHigh ThroughputPythonDistributed Systems
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Hotel Review Intelligence project preview

Hotel Review Intelligence

Atithi is an AI-powered platform that helps hotel teams understand guest feedback beyond simple star ratings or positive/negative labels by performing aspect-level sentiment analysis and LIME-based explainability.

NLPSentiment AnalysisExplainable AIHospitalityMachine Learning
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Customer Intelligence Platform project preview

Customer Intelligence Platform

SmartGrowthAI is an end-to-end customer intelligence platform that combines churn risk prediction, demand forecasting, and NLP complaint analysis into an actionable React dashboard served via FastAPI.

Customer IntelligenceChurn PredictionDemand ForecastingNLPExplainable AI
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Workplace Safety Monitoring project preview

Workplace Safety Monitoring

Sentinel is a computer-vision system built to monitor personal protective equipment (PPE) compliance across active workspaces using YOLO, custom worker-equipment matching logic, and multi-camera support across web and desktop applications.

Computer VisionYOLOWorkplace SafetyObject DetectionDeep Learning
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Notification Delivery Platform project preview

Notification Delivery Platform

Sandesh is a multi-channel notification platform bringing push notifications, email, and SMS into a single delivery layer equipped with priority queues, retries, schedules, and dynamic templates.

Backend EngineeringSystem ArchitectureQueueing SystemsNotificationsNode.js
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Public Benefits Discovery project preview

Public Benefits Discovery

Yojana Sahayak is a multilingual GovTech platform built to simplify scheme discovery, eligibility verification, document checklists, and application guidance using Playwright data pipelines, polyglot storage, and AI-assisted support.

GovTechPublic ServicesData PipelinesMultilingual UIWeb ScrapingAI Assistant
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Company Knowledge Search project preview

Company Knowledge Search

Anvaya is an enterprise AI assistant built to unify 11 scattered organizational data sources into a single conversational search layer, using RAG with PostgreSQL-pgvector and MongoDB to deliver sub-3-second cited responses.

Enterprise AIRAGVector SearchMulti-tenancyAi harness
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11 projects shipped
09 problem domains
01 one accountable team

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