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Case studies

A selection from our founding team's track record across enterprise and startup product engineering — 16 projects spanning GenAI, machine learning, data, and IoT, anonymized for confidentiality.

Generative AI

Document Intelligence & Summarization

Top legal firm

A RAG-based GenAI solution — extraction, a vector store, an LLM pipeline, and a chat interface for natural-language Q&A and summarization over dense legal documents.

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AIOps

Predictive Event Monitoring

IT operations software provider

An ML-driven platform that ingests high-velocity events through a real-time streaming pipeline, prioritizes them, finds likely root causes, and predicts outages before they occur.

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Generative AI

Intelligent Automation Bot

Global consumer goods brand

A GenAI bot that analyzes failed automation jobs, extracts keywords, categorizes issues, and auto-raises support tickets for rapid resolution.

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Generative AI

Employee Benefits Assistant

Multinational consumer-goods enterprise

A GenAI chatbot trained on internal policy documents, surfaced through everyday channels, answering employee queries across benefits, travel, and allowances.

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Generative AI

Resume Screening

Enterprise hiring

A GenAI screening tool that parses and scores resumes against role requirements with bias-reduction and a feedback loop — designed to cut screening time by ~30%.

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Generative AI

Voice AI Sales Assistant

Global life-sciences company

A voice-activated, CRM-integrated assistant that lets field sales reps query and log information hands-free.

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Document AI

Intelligent Timecard Processing

Entertainment payroll leader

An OCR-plus-AI pipeline that digitizes and processes high volumes of timecards in varied formats, with validation and exception handling.

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Computer Vision

Retail Execution Scoring

Global fashion brand

A platform that compares a photo of a store fixture against a reference image and scores it — backed by an image-processing and model-training pipeline and a mobile capture app.

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Machine Learning

Time-Series Anomaly Detection at Scale

Retail brand · 900+ locations

A per-location anomaly-detection model across 1,000+ sites, with an automated CI/CD training pipeline and real-time alerts to the right stakeholders.

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Machine Learning

Social Media Brand Analytics

Research & analytics organization

A social analytics platform that turns unstructured social media into sentiment and emotion insight for brand management.

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AI Platform

Innovation Ideation Engine

Deep-tech research startup

A data-driven, interactive visualization that maps the technology landscape and surfaces emerging-tech and innovation pathways using AI.

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Data Platform

Real-Time Analytics for Healthcare

Urgent-care provider

A self-learning analytics platform with AI/ML-powered, cloud-native interactive dashboards and forecasting for real-time, predictive decision-making.

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Data Platform

Real-Time Market Intelligence Platform

Market research & advisory firm

A platform aggregating buyers, vendors, and analysts to deliver real-time market data and insight — replacing slow, periodic research reports.

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Product Engineering

Corporate Insurance Portal

Corporate bank

A secure digital portal for a bank to distribute and administer group insurance for its corporate clients — connecting employers, employees, and the insurance provider.

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IoT + AI

Smart Self-Checkout Basket

Retail-tech startup

An IoT smart basket — barcode/RFID, weight and ultrasonic sensors, camera modules — with a companion app for self-checkout, delivered by a full remote product team.

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IoT + ML

Smart HVAC Monitoring

US smart-buildings company

An IoT solution with a backend for real-time time-series processing and ML-based predictions for HVAC systems across residential and commercial buildings.

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