Jun 2021 – Apr 2023 · 1 yr 10 mos · Bangalore Urban district, India · On-site

• Log Analytics, Anomaly Detection and Root Cause Identification module is part of BMX Helix Product. The aim of this module is to develop a log anomaly detection system that can automatically identify abnormal patterns or anomalies in log data. Log files are generated by various systems, applications, or devices and contain valuable information about system behavior, errors, and events. Detecting anomalies in log data is crucial for identifying potential issues, system failures, or security breaches.
• Role: Data Scientist and ML Expert
• Use case requirement gathering; architecture and design of the use case
• POC and prototyping
• Data Preparation, Prediction Model Development, and Algorithm Design
• Feature Engineering
• Design ML Model pipeline
• Creating a General Log Parser
• Model Validation and Optimization
• Coding and Code Review
• Test Framework preparation
• Training team members

Jul 2018 – Jun 2021 · 2 yrs 11 mos · Bengaluru, Karnataka, India

• Case Complexity Classification using Natural Language Processing and Question Answering | HPE Details: The goal of Case Complexity Classification is classification is to develop a prediction system that determines the complexity of the incoming cases or tickets based on their content and characteristics.
• Role: Data Scientist and ML Expert
• Use case requirement gathering; architecture and design of the use case
• POC and prototyping
• Data Preparation, Prediction Model Development, and Algorithm Design
• Feature Engineering
• Design ML Model pipeline
• Model Validation and Optimization
• Coding and Code Review
• Test Framework preparation
• Training team members

Mar 2017 – May 2018 · 1 yr 2 mos · Bangalore · On-site

• Hybrid Vehicle Data Analytics and Algorithm Design
• Hybrid Vehicle Data Analytics and Algorithm Design (HVDAAD) is validation of software in Load Collectives in ECU (Electronic Control Unit) using the data from Load collectives and Data Loggers. Algorithms are designed to predict faulty load collectives and predict the parts of the car which is more prone to be faulty using Machine Learning Algorithm.
• Role: Data Scientist and ML Expert, Technical Manager
• Use case requirement gathering; architecture and design of the use case
• POC and prototyping
• Data Preparation, Prediction Model Development, and Algorithm Design
• Feature Engineering
• Design ML Model pipeline
• Model Validation and Optimization
• Coding and Code Review
• Test Framework preparation
• Training team members

Sep 2015 – Jun 2016 · 9 mos

• Enterprise Servicing Platform (ESP) offers a “full self-servicing capability”. It allows for the aggregation of data from multiple sources within State Street and combines them with external reference and client data, allowing clients to deal with front-office analytics, risk management, regulatory reporting, client-reporting and exposures. It uses Big Data Technologies and Analytical Technologies for Prediction Modeling.
• Software and Skills and Tools used: SQL, PL/SQL, Unix, Toad, Unix Shell Scripting, Hadoop, HIVE, PIG, Machine Learning Algorithms, Predictive Analytics, Project Management

Mar 2012 – Sep 2015 · 3 yrs 6 mos

• Wealth Management: Data warehousing, Data and Business Analytics
• Responsible for Software Design, Code Review, Relese Management
• Project Management for Schedule Management, Capacity Planning, Training, Team Management
• Onsite-Offshore coordination
• Database Modeling and Design, Database Performance Tuning, Performance Benchmarking
• Defect Analysis, Resolution
• Customer Liasioning, Stakeholder Management
• Software, Skills and Tools Used:SQL, PL/SQL, Unix, Toad, Redwood Cronacle, MS Visio, Power Designer,Project Management Templates

Jun 2011 – Feb 2012 · 8 mos

• Bill Generation and Printing System for J&K Easy Post Paid
• Responsible for Requirement Gathering,Software Design,Softaware Development, Code Review, Software Deployment
• Application Support
• Customer Management
• Team management
• Software and Tools Used: SQL, PL/SQL, Toad, Project Management Templates

Apr 2009 – May 2011 · 2 yrs 1 mo

• Aircel OSS/BSS Project
• Responsible for Creation of Procedures and function to derive various MIS reports
• Deployment of Softwares
• Application Support
• Customer Liasoning and Escalation Management at Telcome Circle Level
• Making sure requiement of customer is fulfilled by Central Development Team
• Team management
• Software, Skills and Tools Used:Kenan Fx Launcher, Oracle Seibel CRM, SQL, PL/SQL, Toad, Project Management Templates

Aug 2008 – Apr 2009 · 8 mos

• ICICI Direct Funded Margin Business Module in EBA (E- Brokerage Application)
• Responsible for Requirement Gathering
• Impact Analysis
• Software Designing ( High Level Design and Low Level Design)
• Database Designing
• Writing business logic for the application in Pro* C deployed on Tuxedo 9.1.
• Interaction with client for remodelling and up gradation pertaining to the module and making changes in design thereof.
• Code Review
• Unit Testing and Debugging
• Software Deployment
• Software, Skills and Tools Used: SQL, PL/SQL, Toad, Pro* C, Tuxedo 9.1

Jun 2005 – Aug 2008 · 3 yrs 2 mos · New Delhi

• Responsible for Prepare Functional Hierarchy diagrams (FHD) for 3-tier architecture.
• Designing and Coding of GUI in VB 6.0
• Making Stored procedures using Oracle 9i Database.
• Writing business logic for the application in Pro* C (Tuxedo 8.0).
• Interaction with client for remodelling and upgradation pertaining to the module and making changes in design thereof.
• Making MIS Reports to be used at Terminal, Regional and Corporate level for Analysis.
• Testing and Debugging.
• Software Deployment.
• Software, Skills and Tools Used: SQL, PL/SQL, Pro*C, Tuxedo 8.0 on Solaris 10, Visual Basic