Anirudha Nayak
@anirudhanayak
Senior Data Scientist at Subex AI Labs
Bangalore, Karnataka
Anirudha Nayak is a Senior Data Scientist with extensive experience in developing and deploying end-to-end fraud management solutions for top telecom companies. He has successfully built RAG-based LLM solutions and led teams in developing distributed computing frameworks using PySpark. His core expertise spans Machine Learning, Generative AI, Time Series Analysis, and Deep Learning.
Experience
Senior Data Scientist
Subex AI Labs
Successfully Developed and Deployed End-to-End Fraud Management Solutions using Hypersense AI platform in areas of Handset Fraud, Subscription Fraud, Anomaly Detection in Telcom Networks, Outlier Detection in Customer Migration, for Top Telcom Companies in North and South America. Built and deployed a RAG based TicketingAI solution using LLM to increase the efficiency in JIRA ticket triages. Published research work in IEEE CSDE 2023 conference titled "A PSO based method to generate Actionable Counterfactuals for High Dimensional Data". Led a Team of 5 members for building Distributed Computing framework using PySpark. Developed several functionality in the Hypersense AI Platform like Auto-CASH for Time Series with RCA support for Anomaly Detection, Next Operator and Configuration Recommendation, Splunk Reader etc.
Data Science Intern
Subex AI Labs
End-to-End Implementation of new functionalities in the HS-AI Platform which helped in easy on boarding of Citizen Data Scientists like AutoDataPrep (AutoML for Data Preperation) and Explainable AI Toolkit.
Firmware Engineer - eHDD R&D
Western Digital (SanDisk)
Participated in Firmware development (in embedded C++14/17) on multiple environments for eHDD (Enterprise Hard Disk Drive) controller. Worked on the module responsible for handling the dereferencing of data from DRAM to Physical Disk (during Bootup, Data Transfer and Reset) and participated in Firmware development for eHDDs.
Education
Praxis Business School
Post Graduate Programme in Data Science
Data Science
Manipal Institute of Technology
Electronics and Communication Engineering
Electronics and Communication Engineering
Licenses & Certifications
Introduction to Quantum Computing
QxQ
Machine Learning
Stanford University
Understanding and Visualizing Data with Python
University of Michigan
Inferential Statistical Analysis with Python
University of Michigan
Fitting Statistical Model to Data
University of Michigan
Time Series Analysis in Python
365DataScience
Python for Finance: Investment Fundamentals and Data Analytics
Udemy
The Complete SQL Bootcamp 2020
Udemy
Tableau 2020 A-Z : Hands on Tableau Training for Data Science
Udemy
Embedded System Design
Embedded Technologiesolutions
Advanced Raspberry Pi + IOT application
Embedded Technosolution
Differential Amplifiers in Depth
IIT Mandi QEEE program