Osman Yiğit Alver
AI Engineer · Software Engineering Student
Istanbul — turning language models into products, building intelligent systems.
I entered the AI world through the AILA project in 2024. I knew almost nothing about these technologies at the start — I learned everything by trying, failing, and rebuilding from scratch. Today, as an AI Engineering intern at Halkbank, I integrate large language models into real banking processes — working across agentic workflows, retrieval systems, and model evaluation pipelines. Shaping how intelligent systems think, communicate, and behave is not just a profession for me — it's a genuine curiosity.
Tech Stack
Experience
Halkbank
AI Engineering Intern
- Developed the Finding Inventory Assistant, an AI-powered system that identifies whether newly reported audit findings are semantically related to findings from approximately 7,000 historical records.
- Designed an Advanced RAG pipeline using HyDE, sub-query decomposition, hybrid semantic and keyword retrieval, and IDF-based relevance scoring.
- Built document processing, embedding, retrieval, and answer-generation workflows in Python to improve the accuracy and traceability of finding comparisons.
- Developed AI-powered conversational systems and automation workflows using the CBOT platform and Python.
AILA — AI-Powered Start-Up
AI Engineer
- AI-powered voice and CRM platform, lead developer, end-to-end technical architecture.
- Real-time AI voice interaction using TTS/STT technologies powered by Real-Time APIs.
- Scalable backend services and RESTful APIs using Python-based frameworks.
- Real-time communication pipelines using WebSocket architecture and Redis.
- Custom CRM system with PostgreSQL, containerized with Docker.
Beşiktaş Municipality IT Department
IT Intern
- Enterprise software installation, configuration, and documentation.
- Hardware setup, troubleshooting, and basic network tasks.
Bahçeşehir University
B.Sc. Software Engineering
- 100% Scholarship, GPA: 3.35/4.00
Projects
BrandOPS — Autonomous Market-Entry Strategy Engine
An autonomous, multi-agent AI engine for market-entry strategy and campaign design. Orchestrated by a LangGraph state machine, streaming results live over SSE, running in production.
LangGraph · FastAPI · Python · Next.js 14 · Tailwind · Framer Motion · Turso (libSQL) · SSE · Railway · Vercel
Acenten — AI-Powered Insurance Proposal Analysis Platform
A multi-tenant B2B SaaS platform that analyzes multiple insurance proposal PDFs and generates structured comparison reports. Deployed and actively used by two pilot customers.
Python · FastAPI · Next.js · PostgreSQL · LLM APIs · Docker
Nexus Bank AI Assistant
Turkish-language banking AI assistant with text and real-time voice interface. LangGraph agent architecture, RAG over ChromaDB, and WebRTC-based voice identity verification.
LangGraph · GPT-4o · WebRTC · FastAPI · ChromaDB · PostgreSQL · React · Docker
n8n RAG Document Assistant
Fully local RAG pipeline built with n8n, FastAPI, and Qdrant. Upload documents, ask questions.
n8n · FastAPI · Qdrant · OpenAI · Docker · Python
Credit Limit Prediction
ML model predicting credit application approval from customer features. Decision Tree + GridSearchCV, ~76.5% accuracy.
Python · Scikit-learn · Pandas · Matplotlib · Seaborn
AI-Powered Bridge Damage Detection Platform
Meta's SAM3 fine-tuned on 9,920 real-world bridge inspection images across 19 damage and structural component classes, reaching a mean validation IoU of 0.5626.
Python · PyTorch · SAM3 · LoRA/PEFT · FastAPI · PostgreSQL · Cloudinary
Work in ProgressPhotography
Music
I play guitar in Tren Band, an alternative rock band based in Istanbul.