18 projects.
12 industries.
Production AI, full-stack platforms, automation, and research — across construction, procurement, logistics, tax, HR, edtech, marketing, wealth management, and renewable energy.
Heads up: most production code sits in private repos under client / company NDA. The case studies on this page describe architecture, decisions, and outcomes — without exposing client data.
Featured case studies
Spencer AI
Agentic NL-to-SQL Chatbot · Internal Platform
Natural-language chatbot that lets CMS users query their business database in plain English. Converts questions into SQL, runs them against a real-time synced copy of the production DB, and returns formatted answers with charts, exports, and follow-up suggestions.
AutoQuote · CMS-AQI
Multi-Tenant Document AI · 12 Specialised Agents
Multi-tenant document AI platform. Ingests invoices, receipts, PODs, credit notes, quotations, subscriptions, and bank statements via email or upload, classifies them, extracts structured data, and stores results.
Multi-Model LLM Router
Cost Engineering · Production Routing
Production routing layer across 6+ providers — open-source (Llama, Mistral, DeepSeek) and commercial APIs (GPT, Claude, Gemini) — with intelligent task-complexity routing, automatic fallback, and per-call cost telemetry.
Blueprint Analysis Engine
Computer Vision · Construction Procurement
Automated material take-off from 2D/3D construction blueprints. Detects rooms, doors, windows, fixtures — outputs a procurement-ready material schedule with quantities.
ALT-Kai · AI Alt-Text Generator
Accessibility AI · Multi-Step Gemini Agents
AI alt-text generator for technical and research content. Ingests PDFs, Excel sheets, or batches of images and outputs WCAG 2.2 + BenTech-compliant alt-text using a multi-step Gemini agent pipeline.
TransKai · YT Transcribe → Translate → Watch
Multi-Lingual Video Intelligence · Brand & On-Screen Detection
AI agent that downloads any YouTube video, auto-detects the language, transcribes with Whisper, translates with Gemini, AND simultaneously watches the video to detect on-screen text, brand mentions, sponsor placements, and speaker turns. Outputs a multi-column spreadsheet for downstream review.
Products & platforms
PixelEMS
Agentic OS for UK SMEs · 7 AI Agents
Multi-tenant Agentic OS for UK mid-market operators. Consolidates 5–7 disconnected HR/compliance/ops tools into one platform with 7 specialised AI agents and human-authorised workflows.
Way2Packers
Logistics Platform · AI Chatbot · Deep SEO
Full-stack logistics platform with AI chatbot, deep local SEO architecture, and quote workflows. 400+ pages serving 80+ Indian cities and 50+ neighborhood-level locations.
SocialPixelHub
AI Marketing Automation · Multi-Model Content
AI-powered marketing automation platform combining social media management with SEO. Scans a website in 60 seconds, learns the brand, then auto-generates and posts on-brand content across 6 platforms.
Tax2Solutions
AI Tax Automation · India + USA + UK
CA-backed tax, compliance, and company registration platform across India, USA, and UK. Multi-step LLM agents process bank statements, classify transactions, calculate taxes, and draft filings.
Wealth1
India's first AI-Driven PMS / AIF Marketplace for HNIs & NRIs
India's first AI-driven PMS (Portfolio Management Services) and AIF (Alternative Investment Fund) marketplace targeted at High-Net-Worth Individuals and Non-Resident Indians.
Manav Solar Solutions
Rooftop Solar Platform · PM Surya Ghar Yojana · Full-Stack Build
Full-stack web platform for a rooftop solar installer in India — government subsidy calculator, site survey booking, services / products / pricing / areas / FAQ pages, integrated with the PM Surya Ghar Yojana scheme. Built end-to-end including design, development, and deployment.
More work
.png&w=3840&q=75)
Custom LLM Observability
Internal Platform · Built from Scratch
Custom Prometheus + Grafana observability for every LLM workflow — cost per provider per day, P50/P95/P99 latency, error rates, fallback triggers, token usage per chain per model.
.png&w=3840&q=75)
OpenClaw Automation
Custom Workflow Automation Platform · Content + Social
Self-built workflow automation platform — visual content pipeline (Schedule → Brief → AI Draft → SEO → Approval → multi-channel publish). Replaces n8n / Zapier with a focused OSS-friendly stack tuned for content + social ops at CMS Desk.
News in Pixel
Automated News Platform
Automated short-form news platform aggregating last-24hr news. Grown organically to 100K+ monthly LinkedIn impressions in 6 months.
Way2Class Employee Platform
Internal HR Tool · Multi-Company
Internal employee management platform used across multiple companies for attendance, payroll, and leave management.
Way2Class Edtech
Edtech Delivery Oversight · 25+ Countries
Educational solutions delivery — eLearning, AR/VR, accessibility (WCAG 2.2, ADA, EAA), instructional design, localization across K-12, higher education, corporate training.
MSc Dissertation — Open vs Closed LLMs vs Linters
Empirical Research · Distinction
Comprehensive empirical analysis of 12 LLMs and 3 static analysis tools across 1,144 verified bugs using a four-dimensional evaluation framework (accuracy, speed, cost, semantic understanding). 4,320 primary evaluations with full statistical validation.