Shodmonova Nilyufar

Shodmonova Nilyufar

Artificial Intelligence Engineer
South Korea
Russian, English

نبذة عني

AI Engineer with 3+ years of R&D experience specializing in Computer Vision, Edge AI, and Large Language Models. I have a proven track record of architecting end-to-end machine learning pipelines, including a Dockerized …

الخبرة

Machine Learning Engineer

Seoul Fintech Labs · Seoul, South Korea
Sep 2024 - Aug 2025 · 11 أشهر

Architected an Immigration Document Verification System using Siamese Networks and YOLO, detecting fake passports via UV light pattern analysis with high precision., Engineered a Dockerized deployment pipeline, integrating OCR-free text extraction (Donut) and face comparison models for real-time identity verification., Optimized AI inference using model quantization, enabling efficient on-device performance for mobile and edge use cases., Authored technical research presented at ICGHIT 2025 regarding non-visible-light document verification.

Machine Learning Engineer

Seoul FinTech Labs
Sep 2024 - Aug 2025 · 11 أشهر

Architected an Immigration Document Verification System using Siamese Networks and YOLO, detecting fake passports via UV light pattern analysis with high precision.
Engineered a Dockerized deployment pipeline, integrating OCR-free text extraction (Donut) and face comparison models for real-time identity verification.
Optimized AI inference using model quantization, enabling efficient on-device performance for mobile and edge use cases.
Authored technical research presented at ICGHIT 2025 regarding non-visible-light document verification.

AI Research Engineer

Sejong University
Mar 2022 - Sep 2024 · 2 سنوات 6 أشهر

Led the development of “Rumi”, a multimodal LLM agent integrated with EEG sensors for real-time human emotion detection and adaptive response generation.
Built and deployed a full-stack web application using Flask to serve the LLM model, ensuring scalability and real-time user interaction.
Developed a Text-to-Video generation pipeline using GANs, optimizing for high-fidelity output from natural language prompts.

AI Research Engineer

Sejong University · Seoul, South Korea
Feb 2022 - Aug 2024 · 2 سنوات 6 أشهر

Led the development of ”Rumi”, a multimodal LLM agent integrated with EEG sensors for real-time human emotion detection and adaptive response generation., Built and deployed a full-stack web application using Flask to serve the LLM model, ensuring scalability and real-time user interaction., Developed a Text-to-Video generation pipeline using GANs, optimizing for high-fidelity output from natural language prompts.

المشاريع

Fake Passport Detection System

Seoul Fintech Labs
المدة : 31-Aug-2024 - 30-Aug-2025

Developed an AI-powered passport verification system integrating an optimized YOLO model for document detection and Donut for OCR-free text extraction. Deployed a Siamese UV Sample Matching backend in Docker for authenticity verification under UV light, utilizing model compression for efficient on-device performance.Achieved a 98% accuracy rate in fraud detection

Rumi - Multimodal LLM Agent

Sejong University
المدة : 28-Feb-2022 - 19-Aug-2025

Led the development of "Rumi", a multimodal LLM agent integrated with EEG sensors for real-time human emotion detection and adaptive response generation. Built and deployed a full-stack web application using Flask to serve the LLM model, ensuring scalability and real-time user interaction. Developed a Text-to-Video generation pipeline using GANs, optimizing for high-fidelity output from natural language prompts.

المهارات

بايثون (لغة برمجة) لغة الاستعلامات الهيكلية (SQL) الرؤية الحاسوبية جافا سكريبت نومباي (مكتبة لغة Python) تينسور فلو لغة البرمجة C/C++ التكامل المستمر / التسليم المستمر دوكر كوبرنيتيس HTML/CSS PyTorch LLMs GANs Git Pinecone Hugging Face Pandas Jetson Orin Nano OAK-D TensorRT Model Quantization Edge AI RAG Fine-tuning YOLO Flask Siamese Networks OCR-free text extraction Donut ROS2 SLAM Navigation
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