Aljo Jose
Senior Machine Learning Engineer at Media.net
4.8
Years of Experience
Education
birla institute of technology and science pilani dubai, birla institute of technology and science pilani dubai, university of calicut
Companies
directi, clicksco, emirates
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Aljo's contact details
Email (Verified)
aljXXXXXXXXXXXXXXXom
Experience
2020 - Present
directi
Senior Machine Learning Engineer
> Development of expert systems for Google Ads. > Worked on revenue optimization by training ml models with business objectives. > forecasting internet traffic quality to maximize revenue. > Implemented and trained algorithms to predict conversion rate, revenue per ad click. > Used optuna to find the best model.
2018 - 2020
clicksco
Machine Learning Engineer
• Worked on research, development, and deployment of deep learning based recommender systems. • Successfully implemented research papers to resolve business problems. • Implemented factorization machines algorithm from scratch and elevated performance using dynamic programming. • Processed large user base data using spark and trained algorithms. • Implemented distributed training and asynchronous parameter server using ray framework. • Hands-on experience in deep learning frameworks such as Chainer and PyTorch.
2011 - 2018
emirates
Machine Learning Engineer
• Contributed to innovation lab to develop and deploy machine learning models to support decision making and forecasting. • Won hackathon competition predicting airline group booking cancellations accurately. • Clustered employees based on check-in, check-out and presented data insights to management for better planning and decision making.
Experience
12 Skills
Algorithms
Apache Spark
Decision Making
Deep Learning
forecasting
Machine Learning (ML)
optimization
Pytorch
recommender systems
Research
Research Scientist
Software Engineer
Education
2015 - 2023
birla institute of technology and science pilani dubai
PhD
Scalability and Interpretability of Deep Learning based Real-Time Recommender Systems
2009 - 2011
birla institute of technology and science pilani dubai
Master's degree
Computer Science
2002 - 2006
university of calicut
Bachelor's degree
Computer Science
