AI & Software Engineer | Backend • Cloud • LLMs • Reinforcement Learning
I build production-ready systems at the intersection of Backend Engineering, Cloud Architecture, and Artificial Intelligence.
My work spans:
- High-performance Java & Python backend systems
- Cloud-native architectures on AWS
- Agentic AI systems (LLM tool-calling, reasoning pipelines, workflow orchestration)
- Reinforcement Learning algorithms with C++/LibTorch
- Scalable, intelligent applications deployed end-to-end
I’m currently completing my M.S. in Computer Science at Boston University, and previously earned a B.Eng. in Computer Engineering from Politecnico di Torino.
Software • Cloud • AI Engineering
Spring Boot • Redis • Postgres • Ollama • LLM Agents • RL Ranking
A full AI-driven platform that processes natural-language queries, images, and metadata to recommend real estate listings using:
- Multi-agent LLM workflows
- Custom RL-based ranking engine
- Vector search + deep embeddings
- Secure, scalable Spring Boot backend
➡️ Agentic AI + backend engineering + cloud deployment
🔗 https://github.com/berkde/findYourDreamHouseAI
Python • FastAPI • React • OpenAI • CI/CD
Generates complete test suites (positive/negative/edge cases) from English requirement descriptions. Includes:
- Intelligent parsing + reasoning pipelines
- AllPairs combinatorial reduction
- Speech-to-text input
- React UI + full backend workflow
➡️ LLM workflow engineering + full-stack + testing automation
🔗 https://github.com/berkde/testmind
C++ • LibTorch • MuJoCo • HPC
A production-grade TD3 implementation with:
- Eigen-based + PyTorch-based versions
- Continuous-action humanoid control
- Simulation acceleration with MuJoCo
- Full CI/CD and unit testing
➡️ Reinforcement learning + C++ systems + performance engineering
🔗 https://github.com/berkde/FastTD3
- NYC House Price Prediction — XGBoost/RF stacked model + Streamlit app
- Audio Classifier AI — CNN on mel spectrograms
- TensorFlow Integer Quantization — TFLite model optimization
- NYC Airbnb Popularity Prediction — ML ranking pipeline
Backend Engineering: Java, Spring Boot, Python, FastAPI, Redis, Postgres, Kafka
Cloud Engineering: AWS Lambda, Step Functions, DynamoDB, S3, RDS, EC2, VPC
AI Engineering: LLM application design, agentic AI workflows, prompt engineering
ML/RL: TD3, PPO, continuous control, LibTorch, MuJoCo simulations
DevOps & CI/CD: Docker, Kubernetes, GitHub Actions, distributed tracing
- Deloitte — Cloud Software Engineer
- Zurich Insurance — Software Engineer
- Thales — Backend & C++ Engineer (Defense/Telecom)
- IBM — Software Engineer (Watson Cloud)
- Boston University — Reinforcement Learning Researcher
- 📧 berkdelibalta@gmail.com
- 🔗 linkedin.com/in/berkdelibalta
Building intelligent, scalable, and production-ready AI systems.