How Aswath Karthikeyan mitigated a 90-day manufacturing plant outage for a high-velocity FMCG/D2C brand (₹400–₹900 SKUs) using Google Colab AI demand agents, price elasticity modeling, and dynamic bundling to achieve zero stockouts.
", "summary": "AI demand forecasting agents, non-linear price elasticity modeling, and SKU-level bundling architecture mitigating a 90-day manufacturing outage.", "date_published": "2026-08-30T00:00:00Z", "date_modified": "2026-08-30T00:00:00Z", "tags": ["Inventory Optimization", "AI Agents", "Price Elasticity", "FMCG", "D2C", "Supply Chain", "Demand Forecasting"] }, { "id": "https://aswathkarthikeyan.com/blogs", "url": "https://aswathkarthikeyan.com/blogs", "title": "Blogs & Engineering Writings by Aswath Karthikeyan", "content_html": "Technical essays, discrete state-space signal processing architectures, Kalman filters, AI agent orchestration, and founder reflections authored by Aswath Karthikeyan.
", "summary": "Technical essays, systems architecture writeups, and engineering reflections by Aswath Karthikeyan.", "date_published": "2026-08-29T00:00:00Z", "date_modified": "2026-08-30T00:00:00Z", "tags": ["Technical Blog", "AI Architecture", "Signal Processing", "Kalman Filter", "Systems Engineering"] }, { "id": "https://aswathkarthikeyan.com/sportify", "url": "https://aswathkarthikeyan.com/sportify", "title": "Sportify Badminton And Wellness: Client Case Study & Platform Architecture", "content_html": "An end-to-end full-stack web platform with an operational owner portal, automated slot reservation engine, multi-tier payment gateway, and organic SEO/GEO/AEO growth strategy engineered for Sportify Badminton And Wellness.
", "summary": "Full-stack web platform, owner portal, booking system, payment gateway, SEO/GEO/AEO, and revenue growth architecture for Sportify Badminton And Wellness.", "date_published": "2026-08-23T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Full-Stack", "Booking Engine", "Owner Portal", "Payment Gateway", "SEO", "GEO", "AEO", "Revenue Optimization", "Brand Strategy"] }, { "id": "https://aswathkarthikeyan.com/browseragent", "url": "https://aswathkarthikeyan.com/browseragent", "title": "Browser Agent: Autonomous Chromium AI Web Browsing Agent", "content_html": "Self-hosted AI browsing agent driving a real Chromium browser to complete natural-language tasks like searching, comparing, and form-filling. Built with FastAPI, Playwright, and Gemini API using the open-source browser-use framework for accessibility-tree-based navigation with live WebSocket step streaming.
", "summary": "Self-hosted AI browsing agent driving real Chromium browser with FastAPI, Playwright, Gemini API, and live WebSocket streaming.", "date_published": "2026-08-22T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Autonomous Agent", "AI Browsing", "FastAPI", "Playwright", "Gemini API", "browser-use", "WebSockets"] }, { "id": "https://trueweightapp.netlify.app", "url": "https://trueweightapp.netlify.app", "title": "True Weight: Kalman Noise-Isolation Bodyweight Signal Filtering", "content_html": "True Weight applies discrete state-space Kalman filtering algorithms to cancel daily physiological hydration and sodium fluctuations, isolating true underlying lean mass trends. Built in collaboration with Boldfit and Cult.
", "summary": "Kalman-filtered bodyweight noise isolation application built in collaboration with Boldfit and Cult.", "date_published": "2026-08-06T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Kalman Filter", "Signal Processing", "Health Analytics", "PWA", "State-Space Model"] }, { "id": "aswath-project-pantry", "url": "https://aswathkarthikeyan.com/projects#pantry-featured", "title": "Your Pantry: Zero-Latency Offline-First Kitchen Engine", "content_html": "An ultra-responsive kitchen inventory Progressive Web App built with local IndexedDB persistence, duplicate item detection, and zero-network dependencies.
", "summary": "Zero-latency, client-authoritative offline pantry manager with instant search and duplicate detection.", "date_published": "2026-07-15T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Offline-First", "IndexedDB", "PWA", "JavaScript", "Storage Engine"] }, { "id": "aswath-project-swole", "url": "https://aswathkarthikeyan.com/projects#swole-featured", "title": "Swole Monke: Banister Impulse Response Readiness Model & PWA", "content_html": "A gamified workout companion incorporating Banister fitness-fatigue readiness equations, automated rest timers, and banana reward progression.
", "summary": "Gamified workout app with Banister impulse-response mathematical readiness modeling.", "date_published": "2026-06-01T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Fitness-Fatigue", "Banister Model", "Gamification", "PWA", "Sports Science"] }, { "id": "aswath-project-pupko", "url": "https://aswathkarthikeyan.com/projects#pupko-featured", "title": "Pupko: Pet-Assisted Task Companion PWA", "content_html": "A lightweight productivity task companion featuring an interactive animated Husky mascot and quick preset reminder notifications.
", "summary": "Pet-assisted task companion iOS PWA with micro-reward dopamine loops.", "date_published": "2026-05-15T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["Productivity", "Gamification", "iOS PWA", "Micro-Interactions"] }, { "id": "https://aswathkarthikeyan.com/workshops", "url": "https://aswathkarthikeyan.com/workshops", "title": "Corporate AI Strategy & Executive Leadership Workshops", "content_html": "Executive upskilling program by Aswath Karthikeyan training product managers, engineering leaders, and marketing executives on practical LLM workflows and AI-driven growth.
", "summary": "Executive AI leadership training and hands-on LLM system orchestration labs.", "date_published": "2026-05-01T00:00:00Z", "date_modified": "2026-08-23T00:00:00Z", "tags": ["AI Strategy", "Corporate Training", "LLM Workflows", "GEO", "Executive Leadership"] } ] }