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I'm a machine learning engineer with hands-on industry experience training and evaluating deep learning models for computer vision applications. I specialize in building end-to-end ML solutions, from data preprocessing and model development to deployment and evaluation. I enjoy collaborating with researchers and stakeholders to turn complex data into actionable insights. I have worked across Singapore and Canada, building data pipelines, optimizing CV models, and aligning ML work with client and domain requirements. I thrive in cross-functional settings and love turning challenging problems into practical, scalable solutions.…I'm a machine learning engineer with hands-on industry experience training and evaluating deep learning models for computer vision applications. I specialize in building end-to-end ML solutions, from data preprocessing and model development to deployment and evaluation. I enjoy collaborating with researchers and stakeholders to turn complex data into actionable insights. I have worked across Singapore and Canada, building data pipelines, optimizing CV models, and aligning ML work with client and domain requirements. I thrive in cross-functional settings and love turning challenging problems into practical, scalable solutions.

Komal Chandiramani

Data Scientist, AI Engineer, AI Developer, +2

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I'm a machine learning engineer with hands-on industry experience training and evaluating deep learning models for computer vision applications. I specialize in building end-to-end ML solutions, from data preprocessing and model development to deployment and evaluation. I enjoy collaborating with researchers and stakeholders to turn complex data into actionable insights. I have worked across Singapore and Canada, building data pipelines, optimizing CV models, and aligning ML work with client and domain requirements. I thrive in cross-functional settings and love turning challenging problems into practical, scalable solutions.…I'm a machine learning engineer with hands-on industry experience training and evaluating deep learning models for computer vision applications. I specialize in building end-to-end ML solutions, from data preprocessing and model development to deployment and evaluation. I enjoy collaborating with researchers and stakeholders to turn complex data into actionable insights. I have worked across Singapore and Canada, building data pipelines, optimizing CV models, and aligning ML work with client and domain requirements. I thrive in cross-functional settings and love turning challenging problems into practical, scalable solutions.

Available to hire

I’m a machine learning engineer with hands-on industry experience training and evaluating deep learning models for computer vision applications. I specialize in building end-to-end ML solutions, from data preprocessing and model development to deployment and evaluation. I enjoy collaborating with researchers and stakeholders to turn complex data into actionable insights.

I have worked across Singapore and Canada, building data pipelines, optimizing CV models, and aligning ML work with client and domain requirements. I thrive in cross-functional settings and love turning challenging problems into practical, scalable solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Data Engineer Intern (Part time) at Asian Institute of Digital Finance

January 1, 2024 - April 1, 2024

Automated SEC filing extraction and processing pipeline using Airflow and Docker, implementing a monthly scheduled DAG. Developed and refined robust CI/CD pipelines using GitLab for automated testing.

Machine Learning Engineer at Blue Lion Labs

October 1, 2023 - October 1, 2024

Trained and optimized state-of-the-art computer vision models (object detection, segmentation). Improved model performance through data preprocessing, hyperparameter tuning, and architecture experimentation. Produced detailed performance reports and visualizations to support technical and non-technical stakeholders. Collaborated with biology researchers to align ML development with client and domain requirements.

Machine Learning Intern at Blue Lion Labs

September 1, 2022 - April 1, 2023

Developed an initial prototype of a machine learning workflow for Harmful Algal Bloom, focusing on data preprocessing, model training, and evaluation. Trained and evaluated object detection and image segmentation models. Presented weekly model performance analyses to stakeholders, contributing to product design and experimentation decisions.

Data Science Intern at ContextLogic - Wish

January 1, 2022 - April 1, 2022

Designed and created a dashboard using Tableau and SQL to monitor key performance indicators. Performed ad hoc data analysis using SQL and Python to support projects. Collaborated with product managers, data engineers, and analysts to design and document data schemas for a new analytics initiative.