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Huru Algayeva

@hurualgayeva

Message

AI Engineer at NascTech building production AI agent SDKs, multi-provider LLM gateways, and RAG workflows.

Azerbaijan

Message

At NascTech, I’m a core contributor to a production Python SDK for AI agents, shipping releases with RAG integration, native MCP support, and structured logging. I also integrated LiteLLM as a gateway for production agents and built LLM usage tracking and an admin dashboard across four codebases.

Previously, I built data products and ML models at Azerbaijan International Bank and Kapital Bank, including a budgeting app that cut calculation time from over two months to a few minutes and credit risk models with improved AUC-ROC. At KPMG, I developed data models and automated transformations with Airflow and dbt; I’ve also fine-tuned LLMs and built geospatial and computer vision projects.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

NascTech

Dec 2025 - Present (10 months)

Core contributor to a production Python SDK for AI agents, integrating LiteLLM, building multi-agent workflows, and performing security testing. Delivered token usage tracking and an admin dashboard end-to-end.

Python fastAPI LiteLLM MCP RAG PostgreSQL Kubernetes Helm Gitlab CI Minio Docker Lang Chain LangGraph ChromaDB Pgvector Sentence Transformers LoRAs Hugging Face PEFT UnSloth Weights Biases Mutmut OpenTelemetry

Data/AI Consultant

KPMG

Dec 2024 - Dec 2025 (1 year)

Developed data models for 30+ companies, engineered data architecture, and optimized ETL pipelines. Implemented workflow automation with Airflow and dbt, and resolved DAX errors in production reports.

DBT Airflow Clickhouse Linux Python Power BI Data Modeling ETL DAX

Data Scientist

Azerbaijan International Bank

Jun 2023 - Jul 2024 (1 year 1 month)

Built a financial budgeting data product from scratch, reducing budget goal calculation time from over 2 months to minutes. Automated cashback calculations, processing data for over 20,000 customers.

Python Streamlit Oracle SQL Data Analysis Automation

Data Scientist

Kapital Bank

Sep 2022 - May 2023 (8 months)

Automated and optimized credit risk model pipeline, reducing runtime from 1 day to minutes. Rebuilt underperforming models, lifting AUC-ROC by ~15 percentage points, and created 10+ Tableau dashboards.

Python Oracle SQL Tableau Machine Learning Credit Risk Modeling Data Visualization

Education

Degrees, certifications, and relevant coursework

The George Washington University

Master of Science, Computer Science

Master of Science in Computer Science from The George Washington University, completed in 2025.

ADA University

Master of Science, Data Analytics

Master of Science in Data Analytics from ADA University, completed in 2025.

Institute of Education of the Republic of Azerbaijan

Training Program, Data Science and Artificial Intelligence

2022 - 2022

Training program in Data Science and Artificial Intelligence from the Institute of Education of the Republic of Azerbaijan, from April to October 2022.