Aditya Naik
Data Engineer @ TikTok
- Role
- Data Engineer at TikTok
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Aditya Naik
I bring 5+ years of experience in diverse technologies like Python and Java, cloud expertise spanning AWS and GCP, and hands-on experience with big data tools like, Hadoop, Spark, DataBricks, and Kafka. I have had the experience of working extensively with and optimizing relational and NoSQL databases. I have also been certified by organizations like AWS and Scrum.org and received a full scholarship for a Master\'s in Management Information Systems. I have delivered numerous personal and professional projects that showcase my persistence and contribute to my well-rounded experience and commitment to data engineering and cloud computing.
Experience
Data Engineer
Oct 2024 — Present · Bellevue, WA, US
Eliminated manual task allocation by creating bots that dynamically assigned Spark data processing jobs to available message queues using cron and lambda functions, saving 30+ man-hours weekly and improving operational efficiency.• Enhanced data reliability by implementing data quality checks on 85TB of daily user and transaction data using Hive SQL and PySpark to detect anomalies and out-of-order records, reducing downstream pipeline failures by 90%.• Migrated 70 PB of customer complaint records from Zendesk to a centralized Hive data warehouse using PySpark and HDFS, improving data accessibility for analytics and eliminating $120K/year in third-party license costs.• Automated SLA monitoring by building Python bots using Airflow APIs and Redis for state management and enabled real-time alerts on pipeline delays, eliminating manual interventions and reducing on-call ticket volume by 95%.• Built user-focused Tableau dashboards powered by SQL queries to visualize top-searched keywords and user sentiment patterns, enabling data scientists to improve model training and increasing search accuracy by 40%.
Education
Vishwakarma Institute Of Technology
Bachelor of Technology - BTech, Electrical and Electronics Engineering
Fergusson College
Junior College, Computer Science
DAV Public School, Aundh, Pune
High School
Texas A&M University
Master of Science - MS, Management Information Systems, General
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