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I build production AI applications — from LLM integrations and recommendation engines to scalable backends. End-to-end, from model to deployment.
What I Do
AI & LLM Engineering
Production-ready LLM integrations, prompt engineering, model routing and evaluation pipelines. Built for reliability at scale.
Backend Development
Scalable APIs in Java/Spring Boot and Python/FastAPI. PostgreSQL, Redis, Celery. Built for reliability and performance.
ML Systems
Recommendation engines, visual search, TensorFlow/PyTorch models deployed to production with proper monitoring.
AI Automation
Agentic workflows, data pipelines, CI/CD for AI features. From prototype to production-ready system.
Selected Work
Betting Hope
Crypto Trading AI
Automated crypto trading with 14+ algorithms, real-time signal analysis from Telegram & Discord, and live Binance/Bybit integration.
14 algorithms · 800k+ OHLCV candles
View Case Study→
Faceless Studio
AI Instagram Reels Factory
End-to-end platform for generating, rendering and publishing AI-powered faceless Instagram Reels at scale.
3 Remotion templates · Full publish pipeline
View Case Study→OpenClaw AI System
13-Agent AI Infrastructure
Custom home AI infrastructure with 13 specialized agents, self-learning memory, Home Assistant integration and crypto monitoring.
13 agents · 850 HA entities · 14 containers
Internal ProjectSALESmanago AI
LLM Features in Enterprise MarTech
Production AI features for enterprise marketing platform — LLM integrations, visual recommendation engine, and 4x latency improvement.
600+ tests · 20s → 5s latency · Production scale
Internal ProjectEngineering Stack
Who I Am
Kamil Kaletka
AI/ML Engineer @ SALESmanago
AI/ML Engineer at SALESmanago, building production AI systems that bridge the gap between model capabilities and real-world reliability. I work end-to-end — from LLM integration and API design to monitoring, testing and CI/CD.