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masoumeh pourzaresorkhi

@masoumehpourzaresork

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Machine Learning Engineer building scalable real-time CV and NLP systems.

Turkey

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What I'm looking for

I’m looking for opportunities to build robust ML, CV, NLP, and data science solutions—especially real-time systems. I want to deploy production-grade models with strong engineering practices (APIs, MLOps, automation) and solve real problems end to end.

I’m a Machine Learning Engineer with over 4 years of experience deploying scalable ML solutions for real-time applications in computer vision and NLP. I’m passionate about building robust AI systems that solve real-world problems through automation and intelligent modeling.

At NexteraFactory, I engineered and deployed real-time ML models for image and text processing, improving client performance. I built computer vision pipelines with OpenCV for activity recognition, led NLP systems using Word2Vec and GloVe to boost sentiment accuracy, and developed production-grade APIs with FastAPI while integrating RabbitMQ for asynchronous task management and Docker for smooth deployments.

I also tune production performance by optimizing PostgreSQL for datasets exceeding 10M records. My work extends across projects like context-aware chatbots, FastText-based topic modeling, enhanced face detection and pose estimation, real-time object tracking, and fine-tuned speech-to-text for noisy audio.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

NexteraFactory

Aug 2021 - Mar 2026 (4 years 7 months)

Engineered and deployed real-time image and text processing ML models, improving activity recognition precision with OpenCV and sentiment classification using Word2Vec/GloVe. Built production-grade FastAPI APIs with RabbitMQ, containerized ML pipelines with Docker, and optimized PostgreSQL queries for datasets exceeding 10M records to reduce latency and increase throughput.

Real Time ML Deployment OpenCV Python fastAPI PyTorch Docker RabbitMQ MLOps