Open to opportunities

Elmin Ramazanov

@elminramazanov

Message

I am an AI engineer specializing in NLP, VLMs, and MLOps.

Azerbaijan

Message

What I'm looking for

I seek roles building production-scale NLP and vision-language systems, leading MLOps and GPU infrastructure to deliver scalable, ethical AI and measurable business impact in collaborative, impact-focused teams.

I am an innovative data science and AI engineer with deep experience building production-scale NLP, vision-language models, and MLOps pipelines. I combine hands-on model tuning with systems design to deliver measurable business impact across insurance and manufacturing.

I have architected agentic continuous-learning systems, RAG applications, and GPU-optimized fleets that cut cost-per-query by 55% and tripled throughput. I built an insurance policy automation that reduced end-to-end processing from 30 minutes to 4 minutes and fine-tuned VLMs and LLMs for domain tasks including motor-claims assessment and PCB welding detection.

I prioritize scalable, ethical AI and operational robustness, owning end-to-end data-science lifecycles from data engineering and CDC integration to CI/CD, monitoring, and model quantization. I bring a results-driven mindset and a focus on deploying reliable AI products that improve throughput, accuracy, and organizational capability.

Experience

Work history, roles, and key accomplishments

Current

Leading AI Engineer

Current

Pasha Insurance OJSC

Apr 2025 - Present (1 year 2 months)

Architected an agentic continuous-learning LLM system, deployed RAG chatbots and GPU-optimized clusters, cutting cost-per-query by 55% and tripling throughput.

RAG MLOps Model Quantization Prompt Engineering Python

Data Scientist

Jabil Inc

Mar 2023 - Apr 2025 (2 years 1 month)

Built and productionised a predictive-analytics pipeline forecasting incident volume per manufacturing site; identified and optimised four key drivers to improve accuracy and enable proactive capacity planning.

Predictive Analytics Time Series Python Azure DevOps Model Monitoring CI CD

Data Scientist

Pasha Insurance OJSC

Jul 2020 - Jan 2023 (2 years 6 months)

Developed fraud-detection Random Forest (72% accuracy) and Mask-RCNN car-damage assessment, implemented OCR pipelines and FastAPI endpoints, automating processes that saved multiple FTEs.

Python Random Forest Mask RCNNs fastAPI Model Monitoring Docker Cloud Platforms

Education

Degrees, certifications, and relevant coursework

Sapienza University of Rome

Master of Science in Engineering, Artificial Intelligence and Robotics

2017 - 2020

Master of Science in Engineering specializing in Artificial Intelligence and Robotics, including coursework and projects in Mask-RCNN, reservoir computing, and GPU-enabled VM fleet optimization.

Massachusetts Institute of Technology

Professional Certificate, Applied Data Science and Machine Learning

2023 -

Completed an intensive professional certificate covering applied AI and data science, including prompt engineering, agentic AI, supervised and unsupervised learning, time-series analysis, and model deployment.

University of Toronto School of Continuing Studies

Certificate, Natural Language Processing

2024 -

Completed a program on advanced NLP techniques with hands-on experience in text classification, topic modeling, graph analysis, and building a functional chatbot using open-source libraries.