Maksim Yankiv
@maksimyankiv
Experienced Senior AI/ML Engineer and Full-Stack Developer
What I'm looking for
Highly skilled Senior AI/ML Engineer and Full-Stack Developer with 7 years of experience in data science and machine learning. Proven track record of delivering high-performance solutions using various technologies such as TensorFlow, PyTorch, and Keras. Passionate about generative AI and committed to applying responsible AI research to design and manufacturing industries.
With a strong background in computer science and research experience in data analysis, data modeling, statistics, and time series analysis, I excel in developing innovative solutions that drive business growth. My expertise in full-stack development, including ReactJS, AngularJS, VueJS, ExpressJS, NodeJS, Laravel, Django, and FastAPI, enables me to tackle complex projects with ease.
Throughout my career, I have successfully implemented various AI and ML projects, including Stable Diffusion pipeline systems, controlnet, LoRA, and RAG pipeline systems. I am well-versed in cloud platforms such as GCP, AWS, and Azure, and have experience with DevOps, CI/CD, and Kubernetes.
Experience
Work history, roles, and key accomplishments
Generative AI Engineer
Deep Design Systems
Jan 2024 - Present (2 years 5 months)
At Deep Design Systems, I implemented the stable diffusion pipeline for an AI Car Generation app and fine-tuned a domain-specific LLM, improving document classification efficiency by 30%. I also developed an RAG pipeline for the company's chatbot system.
Generative AI Engineer
Popl
Jun 2023 - Jun 2024 (11 months)
As a Generative AI Engineer at Popl, I implemented a Stable Diffusion pipeline for QR code image generation and led a project to develop a specialized LLM for legal document processing, enhancing accuracy by 35%.
Senior Python Developer
Upwork
Jun 2022 - May 2023 (11 months)
In my role as a Senior Python Developer on Upwork, I developed high-performance backend APIs using FastAPI and worked on various computer vision projects, including image segmentation and generative AI applications.
Data Scientist
Aware
Sep 2022 - Dec 2022 (3 months)
As a Data Scientist at Aware, I developed a YOLOv5 model for fake ID detection and improved data protection solutions, enhancing finance processing accuracy by 2.3%. I also trained new employees and provided technical support.
Machine Learning Engineer
Intetics
Apr 2017 - Jun 2018 (1 year 2 months)
At Intetics, I designed a machine learning system for a large user base to personalize shopping experiences and applied AI solutions to internal data mining processes, achieving significant cost savings.
Machine Learning Engineer
BairesDev
Mar 2016 - Nov 2016 (8 months)
As a Machine Learning Engineer at BairesDev, I employed Python and C for software prototypes, analyzed complex datasets, and improved simulation accuracy through machine learning algorithms.
Education
Degrees, certifications, and relevant coursework
Maksim hasn't added their education
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