Summary
Overview
Work History
Education
Skills
Timeline
Generic

Avinash Kumar S

Team Lead
Chennai

Summary

Machine learning engineer with knowledge in data warehousing and Application development using Python frameworks. Proven to understand customer requirements and translate into actionable project plans. Diligent worker with strong communication skills.

Overview

8
8
years of professional experience
5
5
years of post-secondary education

Work History

Application Development Specialist

Accenture
Chennai
06.2019 - Current

MyWizard: MyWizard is an in-house R&D team that proposes business solutions through app development, automation and Machine Learning. Part of Knowledge management domain and worked as Python developer/ML engineer.


Roles & Responsibilities:

  • Built an NLP pipeline and machine learning algorithms for classifying the contents of text documents - Algorithms used: ML - Logistic regression, Random Forest
  • Developed Transcription service for an application under Knowledge Management domain using Azure cognitive services
  • Optimized legacy approach for a feature that generates Questionnaire with transformer based models
  • Collaborated with multidisciplinary teams to design and implement new technology features.
  • Participated in design and planning exercises for future software rollouts.
  • Worked closely with other team members in tasks such as troubleshooting and debugging.
  • Built packages for UAT and PROD deployment using Azure pipelines


II. Bank of America – Equity Structured Financing: Worked as Senior developer for the project. Worked in quartz framework which is an in-house framework of BOA. Mostly involved in back-end scripting for data handling and data preparation for the application


Roles & Responsibilities:

  • Managed Py3.x migration from Py2.7 for multiple applications
  • Significantly reduced manual efforts for impact analysis to 85% by designing and developing a tool to perform cross-table reconciliation
  • Part of sprint planning and handled new requirements and bug fixes
  • Collaborated with stakeholders regarding project capabilities and limitations to deliver optimal functionality.
  • Delivered support training to help customers learn key features of applications.
  • Release co-ordination with production support team

Capstone Project Team Leader

Demand Improvement Model for a Fashion Brand
Chennai
01.2019 - 12.2019
  • Met with business unit and sales teams to identify and understand the problem statement
  • Data collection from different outlet stores and data dictionary preparation pertaining to business objective
  • EDA and visual dashboard highlighting the overall performance of the brand across India
  • Implemented Clustering to identify product segment based on sales volume and highlighted solutions through RFM analysis

Senior Software Engineer

Hexaware
Chennai
02.2019 - 04.2019

Ernst & Young – Databook: The project aimed at centralizing and storing the tax and account statements of multiple clients for effective data analysis. Worked as a back end developer – Python


Roles & Responsibilities:

  • Worked with project managers, developers, quality assurance and customers to resolve technical issues.
  • Worked with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability and performance.
  • Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.

Test Engineer

Temenos
Chennai
02.2018 - 10.2018

T24 – T24 is the core product of Temenos. Member of Private wealth management team which focuses on the trading suite of the product.


Roles & Responsibilities:

  • Re-tested maintenance defects reported by product analysts
  • Analyzed the test coverage from project members and optimized the delivery of bug fixes to meet the client needs
  • Supported Global Sales team during product implementation for new clients

Senior Software Engineer

Accenture
Chennai
07.2014 - 12.2017
  • Created successful test scripts to manage automated feature testing,
  • Conducted regression testing and submitted observations to development team.
  • Optimized test cases to maximize success of manual software testing.
  • Designed testing scenarios for usability testing.
  • Documented integration issues and vulnerabilities and outlined improvement recommendations.
  • Determined server operating limits with weekly load tests.

Education

Post Graduate Diploma - Business Analytics And Business Intelligence

Great Lakes Institute of Management
Chennai
01.2019 - 12.2019

Bachelor of Technology - Mechatronics

SASTRA University
Thanjavur
06.2010 - 04.2014

Skills

    Python

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Timeline

Application Development Specialist

Accenture
06.2019 - Current

Senior Software Engineer

Hexaware
02.2019 - 04.2019

Capstone Project Team Leader

Demand Improvement Model for a Fashion Brand
01.2019 - 12.2019

Post Graduate Diploma - Business Analytics And Business Intelligence

Great Lakes Institute of Management
01.2019 - 12.2019

Test Engineer

Temenos
02.2018 - 10.2018

Senior Software Engineer

Accenture
07.2014 - 12.2017

Bachelor of Technology - Mechatronics

SASTRA University
06.2010 - 04.2014
Avinash Kumar STeam Lead