About

Aditya Tuli is a highly skilled Machine Learning Engineer with over 4 years of experience in developing robust models with reliable data pipelines to solve real-world problems with tangible value addition to the company. He has a proven track record of building production models that have helped optimize staffing solutions, predict patient churn, and optimize product search ranking for millions of customers. Aditya has a Master's degree in Information Technology from Humber College and a Bachelor of Technology in Computer Science from Deenbandhu Chhotu Ram University of Science & Technology, Murthal(Sonepat). He has diverse industry experience and excellent communication skills. Currently, Aditya works as an Intermediate Software Engineer at pointclickcare, where he is responsible for developing and implementing software solutions to improve the company's products and services. In his previous role at dynacare, Aditya built a production model to predict patient churn for individual labs across Canada, achieving an accuracy of 92.36% using XGBoost. He also prepared a database of seasonal outliers using Matrix Profile for future proofing anomaly detection and created a dashboard using python and flask to access predictions in a user-friendly and digestible format. As a Machine Learning Engineer at Limeroad, Aditya built an ML model to optimize product search ranking for 129,000 products serving 5 million customers, resulting in a 17.74% increase in revenue per session. He also helped build a robust data pipeline using Kafka, Spark, Elasticsearch, and Databricks and created and integrated feature notebooks generated with Time Series analysis using Pandas UDF into the data pipeline. Aditya also built an accurate ranking model using XGBoost, resulting in a significant threefold increase in Click-Through Rate and generated automated Tableau KPI reports for the model. Aditya's tech stack includes Software Engineering, Machine Learning, XGBoost, Python, Flask, Databricks, Spark, Pandas, Elasticsearch, Kafka, and Search. With 5.86 years of relevant experience, Aditya is a highly skilled and accomplished Machine Learning Engineer who is passionate about developing innovative solutions to solve complex problems.