Emil Stoev
London
Summary
Professional with strong background in artificial intelligence and machine learning. Skilled in developing, implementing, and optimizing AI algorithms and models. Proven track record of enhancing team collaboration and delivering impactful results. Adaptable, reliable, and ready to meet evolving project demands.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Senior AI Engineer
Heidelberg Materials
01.2024 - Current
- Lead development for a fault prevention software tool for diagnosing the cement plant's electrical faults through AI, which lead to 20% less time spent diagnosing problem.
- Lead project for CRM AI integration, reducing man hours by 50% and improving sales through CRM data analysis.
- Collaborated with the development team to implement advanced algorithms, RAG techniques, and machine learning techniques.
- Designed machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.
Co-Founder and CTO
Ideon AI
01.2023 - Current
- Led efforts in creating a state-of-the-art environment for data analysis leveraging AI.
- Built the entire backend and leveraged RAG and Web Search to deliver significantly better results than standard prompting..
- Leading a team of 5 developers responsible for the web development and aligning new AI features accordingly.
- Fine-tuning models to achieve greater results in specific areas (such as marketing analysis) and developing agents.
Machine Learning Engineer
Toumetis
01.2023 - 12.2023
- Worked on creating AI models to detect potential outages along the power grid.
- Led efforts into developing bespoke models for different clients and their respective needs.
- Led customer calls with San Diego Gas & Electric (SDGE) and Florida Power and Light (FPL).
- Implemented advanced algorithms and techniques to improve performance in real-world applications.
- Worked with American Power providers to show our results and respond to any issues.
Data Scientist
CashCredit
01.2021 - 01.2023
- Boosted performance over 30% based on a new model for clients with bad credit history.
- Utilized convolutional and recurrent neural networks to analyze and process complex data sets.
- Extracted more data from databases to understand and improve product development and business strategies and processes.
- Assessed and improved the effectiveness of new and existing data models and data analysis techniques.
Education
Master of Engineering (MEng) - Electrical and Electronic Engineering
University of Southampton
Southampton, HampshireHigh School Diploma -
Foreign Language High School Yoan Ekzarh
Skills
- Machine learning
- Python
- Proficiency with NumPy, Pandas, Tensorflow, PyTorch
- SQL
- Cloud Computing
- Statistical analysis
- Agile Development
- Strategic planning
- Strong communication
- Model evaluation
- Python programming
Certification
- IBM DevOps and Software Engineering Professional Certificate
- Introduction to Cloud Computing
- Introduction to Agile Development
- Hands-on Introduction to Linux Commands and Shell Scripting
- Introduction to Containers w/ Docker, Kubernetes & OpenShift
- Application Development using microservices
- Introduction to Test Driven Development (TDD)
- Continuous Integration and Continuous Delivery (CI/CD)
- Application Security and Monitoring
- Deep Learning
- Neural Networks and Deep Learning
- Convolutional Neural Networks
Languages
English - Proficient (C2)
Bulgarian - Proficient (C2)
German - Advanced (C1)
Timeline
Senior AI Engineer
Heidelberg Materials
01.2024 - Current
Co-Founder and CTO
Ideon AI
01.2023 - Current
Machine Learning Engineer
Toumetis
01.2023 - 12.2023
Data Scientist
CashCredit
01.2021 - 01.2023
Master of Engineering (MEng) - Electrical and Electronic Engineering
University of Southampton
High School Diploma -
Foreign Language High School Yoan Ekzarh
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