Milind Kulkarni Email & Phone Number

United States

Buffalo, New York, United States

Graduate Teaching Assistant under Prof, Sreyasee Das Bhattacharjee for the course CSE 560: Data Models and Query Languages.

Pune, Maharashtra, India

• Optimized backfill jobs for 30+ tables with Apache Spark on AWS EMR, reducing processing time from 1 week to 1 day, resulting in a 30% increase in decision making speed for clients and annualized AWS cost savings of.
• Designed an AWS Lambda deployed data cataloging model for healthcare data to classify PII data, utilize metadata for data discovery, automate audits and improve data profiling, resulting in 70% faster cataloging with.
• Spearheaded a five-member… Show more
• Spearheaded a five-member team to streamline data pipeline for csv, json and parquet by introducing agile methodology and performing regular scrum meetings, reducing dependencies by 40% and improving business.
• Led junior engineers to cultivate communication skills in collaboration in cross-functional settings, guiding team to identify and deliver data solutions, resulting in 40% quarter on quarter (QoQ) efficiency boost for.

Pune, Maharashtra, India

• Engineered a cost-effective ELT pipeline harnessing DBT, facilitating 30% faster data processing for over 1 million events per day by leveraging AWS S3 as Data Lake and Snowflake as data warehouse for its.
• Enhanced data-driven decision efficiency by 25% harnessing AWS Aurora and QuickSight to create charts and tables from diverse data sources, empowering teams with valuable insights and elevating metrics for measuring.
• Built an ETL data… Show more
• Built an ETL data pipeline using PySpark, AWS S3, Redshift and Apache Airflow to analyze real-time user data and calculate user journeys, enabling client to apply targeted advertising strategies and accelerate business.
• Implemented Topological Data Analysis (TDA) to identify subtle patterns and insights in user website data on GCP CloudSQL for PostgreSQL, integrated with Looker for data visualization, boosting user engagement by 15%.

Pune Area, India

• Designed an end-to-end ETL data-pipeline with AWS Glue to process over 100 GBs of real-time cell-tower service events from Kinesis, Firehose integrating it with ML models for churn prediction, resulting in a 15%.
• Revamped FastAPI in backend for REST APIs on AWS RDS database with DevOps team by integrating Github Actions for CI/CD, cutting deployment time by 33%, development time by 30% and elevating overall productivity by 50%.
• Remodeled HCP from on-prem… Show more
• Remodeled HCP from on-prem to AWS SageMaker to emulate real-time telecom infrastructure and services, achieving a 94% accuracy through comprehensive training and testing and showcasing 20% boost in efficiency on cloud.
• Implemented a centralized monitoring and alerting for a SaaS app to fetch runtime Kafka metrics utilizing Prometheus and Grafana, resulting in ~1000 alerts, minimizing incidents by a third and incident resolution time.

Master Of Science - Ms, Data Science, 3.93/4.0

Coursework: * Machine Learning * Deep Learning * Data Intensive Computing * Data Models Query Language * Time Series Analysis *.

Bachelor Of Engineering, Computer Science, 8.0/10.0

Coursework: * Operating Systems * Computer Organization & Architecture * Computer Networks * Data Structures & Algorithms * Design &.