Haniye User

HU

Open to opportunities

Haniye User

@haniyeuser

I build NLP-driven cryptocurrency intelligence tools and production ML services.

What I'm looking for

I'm looking to build production ML and NLP systems, particularly for cryptocurrency intelligence, retrieval-augmented applications, and context-aware market signals.

At BlockchainIST Center at Bahçeşehir University, I build cryptocurrency intelligence tools that collect news, analyze sentiment and event types with transformer models, retrieve similar historical news through Qdrant, and expose results in a FastAPI service and dashboard.

I'm completing an M.Sc. in Artificial Intelligence while working across PyTorch, BERT, RAG, XGBoost, FastAPI, PostgreSQL, and vector retrieval to generate context-aware market signals.

My earlier work spans native Android applications with real-time location services and REST APIs, plus PHP and WordPress platforms backed by MySQL customer-management systems.

Experience

Work history, roles, and key accomplishments

BU

Current

AI Research Assistant

Current

BlockchainIST Center, Bahçeşehir University

Jan 2026 - Present (7 months)

Collects crypto news, analyzes sentiment and event type with Senobari transformer models, retrieves similar historical news from Qdrant, combines semantic and market features, and exposes results through a FastAPI service and dashboard.

PyTorch fastAPI Qdrant Transformers NLP Sentiment Analysis RAG

FR

Android Developer

Freelance

Jan 2017 - Dec 2019 (2 years 11 months)

Developed native Android applications with Material Design UI, real-time location services, push notifications, and REST API integration.

Android Java Material Design REST APIs Push Notifications

PI

PHP Developer

Pidaco

Jan 2016 - Dec 2017 (1 year 11 months)

WordPress development, PHP customisation, MySQL database design, and customer management system implementation.

PHP WordPress MySQL Database Design Customer Management

Education

Degrees, certifications, and relevant coursework

BU

Bahçeşehir University

Master of Science, Artificial Intelligence

Pursuing a Master of Science in Artificial Intelligence with expected graduation in June 2027.

FM

Ferdowsi University of Mashhad

Bachelor of Science, Computer Software Engineering

Earned a Bachelor of Science in Computer Software Engineering in June 2016.

Tech stack

Software and tools used professionally

GitHub

Istanbul

DB

MySQL

PostgreSQL

JavaScript

Java

PHP

PyTorch

Google Maps

FastAPI

WordPress

SQL

XGBoost

Qdrant

Railway

Elementary

Android

Availability

Open to opportunities

Location

Turkey

Authorized to work in

Job categories

Machine Learning Engineer AI ML Engineer AI Research Assistant Natural Language Processing Engineer Data Scientist Backend Engineer Full Stack Engineer Android Developer PHP Developer AI Machine Learning Engineer Machine Learning Engineer Lead Machine Learning Engineer

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