Career Experience
Explore my professional journey and the valuable experience I've gained over the years.
AI Researcher
As a member of the Text-to-Speech (TTS) team, I contributed to developing innovative TTS models for global languages while enhancing existing systems. My role encompassed the entire TTS workflow, from data exploration and collection to model development and optimization.
- Conducted comprehensive analysis of speech datasets, identifying key features for high-quality synthesis
- Contributed to the development of multi-lingual TTS systems, expanding language coverage
- Collaborated with cross-functional teams to integrate TTS solutions into various applications
- Designed and executed experiments to improve naturalness and expressiveness of synthesized speech
Research Assistant
Working on developing a novel deep learning model for image segmentation
- Led development of automated car damage severity detection system, improving efficiency in automotive repair evaluation
- Implemented high-accuracy instance segmentation models for car part identification and damage detection
- Developed CNN and transformer-based car deformation severity classification model
- Deployed car severity prediction pipeline on AWS ECS
- Designed air-coil-condition classification model for HVAC systems, enhancing efficiency
Super AI Engineer Season 3 Participant
Participated in an intensive AI bootcamp program, developing innovative machine learning solutions for diverse real-world challenges. Demonstrated versatility in applying AI techniques across multiple domains, from geospatial analysis to computer vision and natural language processing.
- Developed AutoML-based poverty rate estimation model using geospatial data from QGIS and GEE
- Implemented logo search model combining ViT-base autoencoder, OCR, and k-nearest neighbor algorithms
- Created YOLOv8x model for Liver Lesion Detection
- Designed long document retrieval pipeline using BERT and Elasticsearch
- Built image regression model for human motion prediction from ultra-wide-band signals
My Skills
Curiosity drives me across many fields, and I'm a jack-of-all-trades at heart. My true passions? Diving into the world of AI and bringing web apps to life. It's not just work—it's my playground for learning and creating.
Web Development
AI Development
Microservices
Projects
Check out some of my favorite projects.
![Project Illustration](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2FKarina.e5e3b8b5.jpg&w=1920&q=75)
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![Project Illustration](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2FKarina.e5e3b8b5.jpg&w=1920&q=75)
Streamline Your Workflow
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Get in Touch
Have a project in mind or just want to say hello? Fill out the form below and I'll get back to you as soon as possible.