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Alissa Jouljian

@alissajouljian

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Machine learning specialist focusing on computer vision, LLMs, and RAG systems.

Armenia

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What I'm looking for

I seek roles building and deploying multimodal ML systems (CV & LLM/RAG), with emphasis on pipeline ownership, model optimization, and collaborative research-to-production impact.

I am a machine learning specialist with practical experience in computer vision, large language models, and Retrieval-Augmented Generation (RAG). I balance strong research foundations with hands-on engineering to build and optimize end-to-end ML pipelines.

My work spans multimodal modeling, generative modeling, and model evaluation, with projects that include CLIP-based multimodal hate-speech detection and real-time object detection pipelines using YOLO and Faster R-CNN.

I have built RAG-based document Q&A systems using LangChain and ChromaDB and implemented GAN-based models for large-scale image generation and visualization. I prioritize dataset quality, evaluation, and performance optimization in production workflows.

I am pursuing an MSc in Computer and Information Science and bring experience as an AI trainer and computer vision engineer, focused on delivering robust, deployment-ready models and improving annotation and ingestion workflows.

Experience

Work history, roles, and key accomplishments

Current

AI Trainer

Current

SuperAnnotate

Apr 2024 - Present (1 year 6 months)

Contributed to ML projects involving image and text data, improved annotation workflows using LLMs and RAG pipelines, and focused on dataset quality, evaluation, and performance optimization.

Annotation Workflows LLM RAG Data Quality Model Evaluation Performance Optimization Computer Vision Data Labeling

Computer Vision Engineer

Pixeria

Jul 2023 - Apr 2024 (9 months)

Developed image segmentation pipelines to improve accuracy and efficiency for floor and tile pattern recognition, applied lighting/shadow augmentation, and implemented GAN-based models for large-scale visualization.

Segmentation Computer Vision YOLO Faster RCNN

Education

Degrees, certifications, and relevant coursework

American University of Armenia

Master of Science, Computer and Information Science

2024 -

Master of Science in Computer and Information Science focusing on machine learning, computer vision, and large language models with practical pipeline and optimization experience.