Aniruddha Sanyal
@aniruddhasanyal
Software Developer: Data Science & Engineering
Bengaluru
Aniruddha Sanyal is an experienced Data Engineer and Software Developer specializing in Data Science and Engineering. He has a proven track record in architecting fault-tolerant, distributed data pipelines using technologies like Kafka, Spark, and Druid. His expertise includes developing machine learning solutions for fraud analytics and managing complex data ecosystems, ensuring high uptime and performance.
Experience
Senior Data Engineer
Aryaka Networks
Worked on architecting and developing a distributed, fault tolerant data streaming and storage solution, ingesting 1 million records per minute across 3 primary data sources, improving data transformation and ingestion speed by 45% using GRPC, Kafka, Druid and Spark. Designed dashboards and created monitoring alerts for data pipelines that improved the uptime of the network by 17% month over month using Prometheus and Grafana. Designed and developed backend framework to fetch and process data from multiple data sources maintaining a maximum latency of 500ms and 99.9% uptime. Setup cloud environment for distributed data pipelines using Cloudera. Parsed, processed and stored data in 6 different data pipelines. Planned and executed upgrades for the complete Hadoop ecosystem of Aryaka’s in-house cloud. Performing day to day operations of the data dependent systems.
Team Lead: Insurance Fraud Analytics
WNS Global Services
Helped WNS to design and develop fraud identification solutions based on machine learning techniques. Led a team of data analysts to identify the essential predictors out of hundreds of potential parameters, avoiding model overfitting / underfitting. Designed solutions for several clients and were able to achieve 10% decrease in type II errors and 7 % increase in new fraud identification. Also ensembled supervised learning techniques with unsupervised techniques like topic modeling to improve model accuracy and reduce errors.
Team Lead: Machine Learning & Data Science
Infosys
Led the development of exploratory data analytics module for Infosys MANA. Collaborated with COEs like IOT, Blockchain and User Experience to conceptualize and develop. Designed and developed customized machine learning solutions for multiple domains.
Lecturer
MIET
Conducting lectures and corresponding exams. Conducting Field Visits / Industrial Visits. Conducting technical seminars and round tables. Providing guidance for projects.
Junior Web Developer
TIU Consulting
Worked here as a PHP / MySQL web developer.
Education
Welingkar Institute of Management & Research
PGDM
E-Biz
RTM Nagpur University
B.E.
Information Technology