Machine Learning Engineer

AI/ML Development Bangalore, Karnataka, India

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Summary

B.Tech. graduate in CSE.
4 YoE as a Software Engineer specializing in Machine Learning.
Part of the Ads Recommendation team primarily focused on optimizing and suggesting advertisements to a very large audience (100M+).
Lead the effort to create the demographics infrastructure (Machine learning pipeline for age and gender) for the entire user base. Major challenges involved -
Optimal data extraction and storage for hundreds of GBs of data
ML model selection, implementation and tuning for age and gender for 100M+ users
Database population with predictions and pipeline connectivity
Well versed in the following technologies - Python, Scala, Machine Learning, AWS EC2, S3, EMR, Spark/pySpark, Hadoop, MongoDB, SQL, Hive/Kudu, Airflow
Also have a good command over - Redis, Kafka, Flask, Bash

Expectations

Healthy work environment is always a good start.
Collaborative and competent colleagues is probably the most important right alongside a team lead who doesn't hesitate to dive into details.
Finally, while a high salary isn't a requirement, a low salary is a deal breaker.