Макс Игумнов

@0001111

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Machine Learning Engineer with 2+ years of experience building AI solutions

Cyprus

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my machine learning skills to solve complex problems and contribute to impactful projects.

I am a dedicated Machine Learning Engineer with over 18 months of experience in developing production-ready AI solutions. My expertise lies in building robust LLM pipelines, AI chatbots, and anomaly detection systems that have significantly improved operational efficiency for over 20,000 daily users. I thrive on challenges and have a proven track record of enhancing project outcomes through innovative solutions

At Dynamic Works, I designed a custom LLM evaluation pipeline that reduced fine-tuning iteration time by 40%, and developed a scalable AI-driven customer-support chatbot that decreased support ticket volume by 30%. My work in implementing machine-learning-driven anomaly detection on server logs has boosted threat-detection accuracy by 20%, enhancing overall security posture. I am passionate about leveraging technology to create impactful solutions that drive efficiency and improve user experiences

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Dynamic Works

Nov 2023 - Present (1 year 8 months)

Designed and implemented a custom LLM evaluation pipeline with Weights & Biases, reducing fine-tuning iteration time by 40% and accelerating model benchmarking. Developed a scalable AI-driven customer-support chatbot that cut support ticket volume by 30% and boosted first-contact resolution by 20%.

Python SQL Weights Biases Docker PyTorch Apache Airflow AWS Kubernetes MLFlow Grafana

Machine Learning Engineer

JASS by JetBrains

Oct 2023 - Oct 2023 (0 months)

Developed and deployed a smart-city prototype integrating robotic arms, autonomous vehicles, and an LLM-powered AI chatbot. Drove Agile and DevOps practices—participated in SCRUM ceremonies and established CI/CD pipelines—to accelerate deployment cycles and boost operational efficiency.

scikit learn NLTK Prompt Engineering Statistical Analysis Git Ollama API

Machine Learning Engineer

Karpov Courses

Jan 2023 - Sep 2023 (8 months)

Built a linear regression–based anti-spam system, boosting detection accuracy by 30% and serving 10,000+ daily users. Achieved perfect scores on a custom spam detection benchmark, optimizing both recall and specificity.

Python SQL Docker Machine Learning Data Analysis Git Time Management Analytical Thinking

Education

Degrees, certifications, and relevant coursework

University of Central Lancashire

Bachelor's, Mathematics & Statistics

Studied Mathematics & Statistics at the University of Central Lancashire, Cyprus. The program focused on developing a strong foundation in mathematical and statistical principles.

Saint Petersburg State University

Bachelor's, Mathematics

Pursued a Bachelor's degree in Mathematics at Saint Petersburg State University, Russian Federation. The curriculum provided a comprehensive understanding of mathematical concepts and theories.