About

Humeil Makhija is a well-qualified Data Scientist with over 2 years of experience in improving business operations. He is skilled in statistical modelling, ML, NLP, and AddTech industry. Currently working as a Data Scientist at zeotap, he has generated $2M revenue by optimizing Billion scale user identity graph, increasing matched output id's to be exported and reducing depth and density of the same at the same time. He has reduced traversal time exponentially by devising community detection algorithms over the billion-scale graph. Humeil has achieved 3-5X output exported cookies over resolved graph by traversing 4-5 levels from input matched emails id'ss from clients in their graph. He has saved 2-3 Days of manual labour work per week by delivering an end-to-end reporting pipeline in pyspark that builds complete stats on the resolved identity graph to the engineering teams in just a few hours. He has built a 4+ ETL pipelines using pyspark, Hadoop, Airflow, and ML algorithms to process Petabyte scale 3rd party data including demo-graphics, psychographics, preferences, and purchase data from multiple data partners. Humeil has orchestrated Clustering, Anomaly detection, and Scoring algorithms on their optimized identity graph to correctly link multiple and conflicting data elements to ensure that consumer identities can be correctly resolved. He has also worked as a Data Science Intern at zeotap, where he automated an end-to-end ML pipeline to optimize storage and computation cost of their Billion scale Profile Store data giving better performance affecting the segment volume export for a campaign largely as compared to most of the industry standard TTL based models. Humeil has a Bachelor of Technology degree in Computer Science from BIT Mesra, and has worked as a Software Developer Intern at Strand Life Sciences. He has a tech stack that includes Data Scientist, Research Scientist, ML, NLP, SQL, Recommendation system, Apache Airflow, Hadoop, ETL, Python, Pytorch, and Software Engineer. With 3.86 years of relevant experience, Humeil is a skilled Data Scientist who is passionate about solving advanced business problems.