Ted Kurti
Toronto
Summary
Machine Learning Engineer with a strong background in actuarial data analysis, statistical modeling, and deep learning. Proficient in Python, PyTorch, and cloud-based ML development using AWS. Experienced in implementing NLP and computer vision models, including LLMs and Vision Transformers. Skilled in executing the full ML lifecycle, including model training, inference optimization, load testing, and API deployment. Passionate about solving real-world problems with machine learning and automation.
Overview
5
5
years of professional experience
Work History
Actuarial Analyst
Chubb
05.2022 - Current
- Conducted in-depth profitability assessments across various business lines, delivering insights to respective business units for strategic planning.
- Automated risk monitoring processes using Python, SQL, and VBA, improving efficiency.
- Provided data-driven insights to underwriters and finance teams for better decision-making.
Actuarial Analyst Intern
KPMG
09.2020 - 05.2021
- Conducted statistical analysis and predictive modeling for insurance clients.
- Audited actuarial models for financial institutions, ensuring accuracy in risk assessment.
Actuarial Analyst Intern
Allstate
01.2020 - 08.2020
- Built an automated tool using VBA and SQL to track and analyze insurance rates, reducing processing time by 98%.
- Analyzed financial impacts of COVID-19 using real-time data analytics.
Education
Bachelor of Science - Actuarial Science
University of Toronto
Toronto08-2022
Skills
- Programming: Python (PyTorch, TensorFlow, Hugging Face, NumPy, Pandas, Matplotlib), SQL, R, VBA
- Machine Learning: Deep Learning (MLP, CNN, RNN, Transformers), NLP, Computer Vision, Shallow Learning (XGBoost, SVM, GLM, GAMs, Bayesian Models)
- Cloud & Deployment: AWS SageMaker, AWS Bedrock, API development, Model Deployment
- Data Science & Engineering: Data Processing, Feature Engineering, Data Visualization
Other Experience
- Actuarial & Statistics Mentor – University of Toronto
- Math Tutor to High School Students
- Knowledge of German and Albanian languages
Timeline
Actuarial Analyst
Chubb
05.2022 - Current
Actuarial Analyst Intern
KPMG
09.2020 - 05.2021
Actuarial Analyst Intern
Allstate
01.2020 - 08.2020
Bachelor of Science - Actuarial Science
University of Toronto
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