Utsav Singh
@utsavsingh
Aspiring Machine Learning Engineer with a strong data science background.
What I'm looking for
I am a dedicated Machine Learning Engineer with a passion for leveraging data to drive impactful solutions. My recent internship experience at ThoughtsWin Systems allowed me to develop a robust Object Detection model, achieving 90% accuracy in metadata extraction from engineering drawings. I also trained a YOLO-based model that classified text documents with an impressive 98% accuracy, showcasing my ability to apply advanced machine learning techniques effectively.
In addition to my technical skills, I have a solid foundation in data science and business intelligence, demonstrated during my time at Telus, where I migrated legacy jobs to the Google Cloud Platform, enhancing data processing efficiency. My academic background in Statistics, complemented by a minor in Data Science from the University of British Columbia, has equipped me with the analytical skills necessary to tackle complex data challenges. I am committed to continuous learning and professional growth in the field of machine learning and data science.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer Intern
ThoughtsWin Systems
Jan 2024 - Jul 2024 (6 months)
Annotated over 600 images to create a robust training dataset for an Object Detection model, achieving 90% accuracy in extracting metadata from engineering drawings. Trained a YOLO-based model to classify text documents and engineering drawings with 98% accuracy, and developed a Python script to automate processing of box coordinates, integrating with Azure OCR and SQL.
Data Science and Business Intelligence Intern
Telus
Jan 2023 - Aug 2023 (7 months)
Migrated routine jobs from a legacy server to Google Cloud Platform using PySpark and SQL, improving data processing efficiency. Collaborated with business managers to develop Tableau reports, providing actionable insights and facilitating data-driven decision-making.
Education
Degrees, certifications, and relevant coursework
University of British Columbia
Bachelor of Science, Statistics
2020 - 2025
Activities and societies: Relevant Coursework: Machine Learning, Bayesian Statistics, Cloud Computing, Advanced Data Structures. Dean’s Honor List (2023-2024)
Studied Statistics with a minor in Data Science. Relevant coursework included Machine Learning, Bayesian Statistics, Cloud Computing, and Advanced Data Structures. Achieved Dean's Honor List in 2023-2024.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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