AI Automation Engineer & Founder of ASTITWA AI — I architect, build, and deploy production-grade AI systems and automation platforms for international clients, turning complex, manual business operations into reliable, autonomous, revenue-generating workflows.
- 💸 Real-world impact — production systems serving live users daily across the UK, Poland & beyond, generating $14,000+ in direct client revenue and cutting manual operational costs by 60%+.
- 🧠 AI & Generative Engineering — LLM-driven agents, RAG pipelines, GPT-4 integrations, computer vision (OCR/barcode), and AI voice systems shipped to real products.
- ⚙️ End-to-End Automation — n8n, web scraping (Playwright), VoIP/AI calling, event-driven webhooks, and API orchestration — from problem → architecture → deployment → measurable ROI.
- 🌐 Full-Stack & Product Mindset — React Native/Expo, Node.js, FastAPI, PostgreSQL, Redis, Docker, cloud — I own the whole path from idea to shipped, scalable product.
- 🎓 B.Tech CSE @ MIT ADT University — pairing strong CS & networking fundamentals with hands-on, real-world deployment.
🤝 Open To — AI / Automation Engineering Roles • Internships • Freelance Automation Projects • Open-Source Collaboration
Languages
Frontend
Backend & Databases
Cloud, DevOps & Tooling
AI / ML
| Domain | Proficiency | Details |
|---|---|---|
| Generative AI & LLMs | Advanced |
Prompt engineering, RAG, LLM-driven agents, structured tool-use & API integration |
| AI Agents & Orchestration | Advanced |
Autonomous multi-step agents, n8n + LLM pipelines, function/tool calling |
| Workflow Automation | Advanced |
n8n, event-driven webhooks, API orchestration, business-process automation |
| AI Voice & Conversational | Advanced |
VoIP AI calling, speech-to-text, sentiment & intent detection (multilingual) |
| Backend & API Engineering | Proficient |
FastAPI, Node/Nest, REST integrations, auth & secrets management |
| Machine Learning | Foundational |
PyTorch, scikit-learn, TensorFlow — model training & evaluation |
| Cloud Deployment | Proficient |
AWS / Azure / GCP, Vercel, real-world deployment & scaling |
🥗 GoodFor — AI Product Intelligence Mobile App · 🇬🇧 UK Health-Tech Client
A UK consumer-health app that scans food & beauty products and instantly returns health analysis, NOVA processing scores, allergen flags, and AI-recommended healthier alternatives — with a GPT-4 chat assistant and per-family-member profiles. A Yuka-class product built for the UK market.
| Aspect | Detail |
|---|---|
| Stack | Expo • React Native • TypeScript • Node.js • Express • PostgreSQL • Redis • GPT-4 • Computer Vision (OCR / Barcode) |
| Scale | Millions of products across Open Food Facts, USDA & UK retail DBs · 100+ concurrent scans |
| Performance | <200ms cached / <3s new-product lookup · 95%+ barcode accuracy · 99.9% test uptime |
| Security | JWT auth · rate limiting · graceful multi-source fallback |
| Impact | 4.8/5.0 from 50+ UK beta users · pre-launch to App Store & Play Store (Q1 2026) |
| Status | Private client project · goodfor.app |
📞 Hefes — AI Voice Dealer Outreach Platform · 🇵🇱 Poland · $5,000+ revenue
A three-stage automation pipeline that scrapes Poland's largest car marketplaces (Otomoto, OLX), recovers hidden dealer phone numbers, and runs an AI voice agent that calls dealers in natural Polish — detecting intent, scheduling appointments, and logging every outcome.
| Aspect | Detail |
|---|---|
| Stack | Playwright • Python • Node.js • PostgreSQL • Redis • VoIP / Twilio • AI Voice (Polish) • Speech-to-Text + Sentiment |
| Scale | 1,000+ listings/day scraped · 10,000+ dealer intelligence database |
| Performance | 200–300 AI calls/day (3× manual) · 90%+ phone recovery · 12–15% positive-response rate |
| Security | Proxy rotation · dedup logic · disclosed call recording · compliance logging |
| Impact | $5,000+ direct revenue · ~$3–4k/mo labor saved · 99%+ uptime |
| Status | Private client project (Hefes) |
🖥️ LiveWall — Live Wallpaper App for macOS · 🍏 Shipped Product
A native macOS application that brings the desktop to life — turning videos and animations into smooth, energy-aware live wallpapers. "Your desktop, alive."
| Aspect | Detail |
|---|---|
| Stack | macOS • Native desktop app • Live-wallpaper rendering engine |
| Platform | macOS desktop |
| Highlights | Real-time animated wallpapers · lightweight background rendering |
| Live Site | livewall.astitwa.ai |
✍️ AI Blog Automation — Multi-Platform Content Engine · Public Repo
An autonomous content pipeline built on n8n that researches, generates, and publishes content across WordPress, LinkedIn & Facebook end-to-end — hands-off.
| Aspect | Detail |
|---|---|
| Stack | n8n • LLM APIs • WordPress / LinkedIn / Facebook APIs • Webhooks |
| What | Topic research → AI generation → formatting → multi-platform publishing |
| Repository | CTAGRAM/blog-content-automation-ai-n8n |
🏠 Real Estate Lead Automation & CRM · 🔗 LinkedIn Sales Funnel · 🚗 Vehicle Intelligence · 📜 Certificate Automation
Additional production automation systems delivered for clients and internal ops:
| System | What it does | Stack |
|---|---|---|
| Real Estate Lead & CRM | Lead capture → enrichment → CRM sync → automated follow-up | n8n • CRM APIs • Node.js |
| LinkedIn Sales Funnel | Prospecting → AI-personalized outreach → nurture → analytics | Automation • LLM personalization |
| Vehicle Intelligence | Marketplace scraping → normalization → pricing & market insights | Playwright • Python • PostgreSQL |
| Certificate Automation | Bulk templated generation → automated delivery at scale | n8n • Templating • Email/Drive APIs |
2024 — Present
Run an AI automation studio delivering production-grade AI systems for international clients — owning the full lifecycle from problem identification and architecture through development, deployment, and measurable business impact.
- Architected and shipped AI mobile apps, AI voice-calling platforms, content engines, and data-intelligence systems for clients in the UK & Poland.
- Generated $14,000+ in direct client revenue and reduced manual operational costs by 60%+.
- Built end-to-end pipelines spanning web scraping (Playwright), GPT-4 & computer vision, AI voice (VoIP), n8n automation, and scalable backends.
- Delivered systems running in production, serving real users daily with 99%+ uptime.
AI Agents Generative AI GPT-4 Computer Vision AI Voice n8n Playwright FastAPI Node.js React Native PostgreSQL Docker
Anthropic
Amazon Web Services · Google
IBM
Deloitte · Tavily · MIT ADT University
learning:
- Advanced LLM agent orchestration & RAG architectures
- Scalable MLOps & cloud-native deployment
- Networking & systems fundamentals
building:
- ASTITWA AI — production AI systems for international clients
- GoodFor — AI product-intelligence app (UK, pre-launch)
- LiveWall — live wallpaper app for macOS (livewall.astitwa.ai)
exploring:
- Multi-agent systems & autonomous tool-use
- AI voice & real-time conversational systems
open_to:
- AI / Automation Engineering roles & internships
- Freelance automation projects
- Open-source collaboration
"Turning complex business operations into simple, impact-driven workflows."