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Hilal Uluca

@hilaluluca

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I build data-driven AI applications using Python, SQL, RAG, and scalable local architectures.

Turkey

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What I'm looking for

I'm looking to build scalable, data-driven applications while deepening my understanding of end-to-end system architecture and data flows. I value hands-on AI and data work, agile collaboration, and opportunities to deliver products from concept to production.

I engineered Project Mantis during Microsoft's AI Innovators Summer Internship: an air-gapped enterprise compliance assistant designed to prevent cloud data leakage for sensitive records.

I built its asynchronous FastAPI backend, local Phi-3.5 and Phi-4 deployment, RAG-based document search, structured JSON metric extraction, and Human-in-the-Loop approval workflow for Turkish Labor Law audits.

Across the AI and Technology Academy, I built predictive data pipelines, placed Top 20 among 100+ Datathon teams, and led agile delivery for FocusForge from 0-to-1 through live production as Scrum Master and AI Developer.

Experience

Work history, roles, and key accomplishments

AI Intern

Microsoft

Jul 2026 - Aug 2026 (1 month)

Independently engineered Project Mantis, a 100% on-premise, air-gapped enterprise compliance assistant. Deployed Microsoft Foundry Local with Phi-3.5 and Phi-4 models, building an asynchronous FastAPI backend and a clean user interface.

Python fastAPI Microsoft Foundry Local Phi 3.5 Mini Microsoft Phi 4 RAG SQLite React Zustand JSON Schema Validation Human In The Loop

Data Science Fellow

AI and Technology Academy

Dec 2025 - Aug 2026 (8 months)

Completed extensive training in Python, Data Science, and Machine Learning; independently engineered a predictive pipeline in the Datathon, securing a Top 20 finish among 100+ teams. Drove agile execution as Scrum Master & AI Developer in the Bootcamp and led product scope as Product Owner in the Ideathon.

Python Data Science Machine Learning Agile Scrum Sprint Planning Product Ownership