Cosmin Budac
Principal Engineer - AI and ML at Ledgebrook | Toronto, Ontario, Canada
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Cosmin Budac is a seasoned Machine Learning Engineer at FortressFire, where he leverages over 15 years of experience to drive innovative solutions in wildfire risk assessment. At FortressFire, one of the key initiatives under the FortressWildfire Intelligence Group (FWIG) is the development of accurate ignition models for homes and properties. These models are crucial for enhancing the understanding of wildfire risks and enabling proactive measures for property protection. By employing advanced deep learning techniques, Cosmin plays a pivotal role in the property characterization process, focusing on object detection and semantic segmentation to analyze and interpret complex datasets.
His expertise in Object-Oriented Software Development and Service-Oriented Architecture (SOA) complements his work in machine learning, allowing him to design and implement robust software systems that meet the demanding requirements of the industry. Proficient in Python and familiar with frameworks such as Spring and Hibernate, Cosmin effectively integrates machine learning algorithms with scalable backend systems. His experience with tools like Scikit-Learn and Redis further enhances his ability to develop efficient models that can process and analyze large volumes of data in real-time.
Cosmin’s commitment to delivering state-of-the-art systems in challenging environments is evident in his approach to problem-solving and system design. By translating complex client requirements into actionable IT solutions, he not only contributes to the success of FWIG's projects but also plays a vital role in advancing the field of wildfire risk assessment. His blend of technical sophistication and results-driven mindset positions him as a key player in the ongoing efforts to mitigate the impacts of wildfires on communities and properties.
Principal Engineer - AI and ML at Ledgebrook in May 2025 to Present
Software Engineer - AI and ML at FortressFire in August 2021 to May 2025
Senior Software Engineer at CPP Investments | Investissements RPC in February 2021 to July 2021
Software Engineer - Development Lead at TD in December 2019 to November 2020
Technical Team Lead at RBC in November 2017 to October 2019
Solution Architect at UNIVERIS in November 2015 to October 2017
Application Architect / Technical Team Lead at Intact Financial Corporation in February 2003 to November 2015
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Faculty of Electrical Engineering and Computer Science, “Transilvania” University, Brasov, Romania, Bachelor's degree
Liceul "Andrei Saguna", Brasov
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NLP
Spring Boots
Project Management
Spring B
Python
Microservices
Object Oriented Design
Functional Programming
Java Script
Team Leadership
Large Language Models (LLM)
Natural Language Processing (NLP)
Microsoft Azure Machine Learning
Computer Vision
PyTorch
Application Architecture
OO Software Development
OOAD
SOA
Agile Methodologies
SDLC
Business Analysis
Business Requirements
Requirements Analysis
Requirements Gathering
Data Warehousing
Software Development
Solution Architecture
Machine Learning
Enterprise Architecture
Service-Oriented Architecture (SOA)
Software Development Life Cycle (SDLC)
UML
Java
Java Enterprise Edition
Hibernate
Websphere
Oracle
PL/SQL
SQL
Spring
DB2
Angular
Python (Programming Language)
JavaScript
Pandas
TensorFlow
Spring Framework
Weblogic
WebSphere
RUP Methodologies
Apache Spark
Scikit-Learn
Numpy
SparkMl
Redis
Deep Learning
Panda
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Discover more about LedgebrookWhat is Cosmin Budac email address?
Email Cosmin Budac at [email protected] and [email protected]. This email is the most updated Cosmin Budac's email found in 2026.
How to contact Cosmin Budac?
To contact Cosmin Budac send an email to [email protected] or [email protected]. (updated on September 28, 2024)
What company does Cosmin Budac work for?
Cosmin Budac works for Ledgebrook
What is Cosmin Budac's role at Ledgebrook?
Cosmin Budac is Principal Engineer - AI and ML
What is Cosmin Budac's Phone Number?
Cosmin Budac's phone (416) ***-*199
What industry does Cosmin Budac work in?
Cosmin Budac works in the Insurance industry.
Cosmin Budac Email Addresses
Cosmin Budac Phone Numbers
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