
Hamza Rehman
AI Engineer
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Porfolio
Experiencia laboral
AI engineer
EcoedgeAi • Tiempo completo
Nov 2025 - Present • 11 mos
I’m now working at a company that integrates HVAC systems with AI. My work focuses on building LSTM-based forecasting models for operational features (e.g., load, temperature, valve behavior) and supporting the end-to-end MLOps lifecycle—data pipelines, training runs, model versioning, deployment, and monitoring—to ensure reliable predictions in production.
Jr AI engineer
Developers den • Tiempo completo
Jul 2025 - Nov 2025 • 4 mos
Worked on integrating existing MCP servers into chatbot systems to improve tool execution reliability and reduce integration time. Developed custom MCP servers and automation tools to expand workflow capabilities and accelerate feature delivery. Built and optimized real-time voice bots using WebSockets for low-latency audio streaming, achieving fast response times. Also developed LLM and RAG-based applications using LangChain to improve retrieval accuracy and overall system relevance.