Building Production-Ready AI Systems: Lessons from Production
How to move beyond prompt engineering and build AI systems that scale. Coverage includes fine-tuning, evaluation metrics, cost optimization, and handling edge cases.
Welcome to my portfolio
I specialize in building intelligent systems that solve complex problems. From scalable web applications and AI integration to IoT solutions and cloud architecture, I transform ideas into production-ready systems.
Currently focusing on full-stack development, machine learning integration, and building products that matter. My journey spans startups to enterprises, always learning, always building.
Professional Journey
Tech Startup / 2023 - Present
Leading architecture and development of AI-powered platform. Built scalable microservices handling 100K+ daily users. Implemented ML pipelines for predictive analytics and real-time processing.
Digital Agency / 2021 - 2023
Developed 30+ web applications for clients across various industries. Implemented complex features including real-time collaboration, IoT device integration, and data visualization dashboards.
Software Company / 2019 - 2021
Contributed to core product development and infrastructure. Built reusable components, optimized database queries, and improved application performance by 40%.
React, Next.js, TypeScript, Tailwind CSS, Shadcn/ui, Animation libraries, Performance optimization
Node.js, Python, Go, PostgreSQL, MongoDB, Redis, GraphQL, REST APIs, Microservices
LLM Integration, Prompt Engineering, NLP, Computer Vision, ML Pipelines, Data Processing
AWS, GCP, Docker, Kubernetes, CI/CD, GitHub Actions, IoT Integration, Security
Featured Work
Built comprehensive chatbot platform handling 100K+ daily conversations across WhatsApp, Email, Facebook, and web. Integrated GPT-4 for intelligent responses with 95% customer satisfaction.
Impact
100K+ conversations daily | 95% satisfaction | 30 enterprise clients
Architected and built real-time monitoring system for 10K+ connected IoT devices. Implemented predictive analytics using ML models, real-time alerts, and automated workflows.
Impact
10K+ devices monitored | 99.9% uptime | $2M ARR product
Rebuilt legacy e-commerce platform improving load time from 3.2s to 0.8s. Implemented code splitting, server caching, CDN optimization, supporting 10x traffic increase.
Impact
75% faster | 10x traffic | 400% conversion increase
Thoughts & Insights
How to move beyond prompt engineering and build AI systems that scale. Coverage includes fine-tuning, evaluation metrics, cost optimization, and handling edge cases.
Deep dive into building low-latency, high-throughput systems. Explores event streaming, state management, and handling exactly-once semantics.
Comprehensive guide to scaling Node.js applications. Database optimization, caching strategies, load balancing, and monitoring for production readiness.
I'm always interested in hearing about new projects and opportunities. Whether you need a developer, architect, or just want to chat about technology.
Available for full-time roles, freelance projects, consulting, and advisory.