Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
Jayalekshmi Gopakumar

Jayalekshmi Gopakumar

Dubai

Summary

As an enthusiastic data scientist and experienced software developer with a deep interest in the application of mathematics to artificial intelligence, I have pursued advanced education in both data science and machine learning through a postgraduate degree. In my previous role, I had the opportunity to implement machine learning algorithms that improved the performance of a mobility app, as well as work with financial data to enhance the predictability of credit scores of the users. Prior to this, I was employed as a Senior Software Engineer at Infosys, a reputable Indian software service company. To seek and maintain full-time position that offers professional challenges utilizing interpersonal skills, excellent time management and problem-solving skills.

Overview

5
5
years of professional experience
1
1
Certification

Work History

Machine Learning Engineer & Software Engineer

Bank of the Republic of Burundi(N T Global Dubai)
12.2021 - 08.2022

Bank of the Republic of Burundi put forward a project to develop a National financial identification system for their citizens to validate their identity, verify and conduct financial transactions and obtain access to financial services within the country in an organized, transparent and seamless manner.

  • I contributed to the development of microservices for the credit score-based project
  • participated in a team that developed machine learning models using algorithms such as support vector machines, gradient boosting, and random forests, as well as unsupervised learning techniques like k-means clustering to identify patterns and group similar customers for the purpose of determining credit scores.

Machine learning Engineer

Dubai Taxi Corporation(N T Global)
04.2021 - 11.2021

Dubai Taxi Corporation is a subsidiary of RTA that focuses on offering smart transportation services in Dubai. The Roads and Transport Authority.. The Roads and Transport Authority is the major independent government roads & transportation authority in Dubai, United Arab Emirates.

  • As a data science professional at Dubai Taxi Corporation, a subsidiary of the Roads and Transport Authority, I assisted the team in developing innovative machine learning models and segmentation techniques for fleet optimization projects
  • work included utilizing unsupervised learning algorithms such as gloVe and implementing graphical neural networks to improve demand prediction, resulting in a 5% increase in daily ride numbers
  • participated in data pre-processing and outlier detection tasks.
  • had the opportunity to present to client boards, corporate partners, QA teams, and development teams, adding value to the presentations with data visualization for client meetings

SENIOR SYSTEMS ENGINEER

Infosys Ltd
02.2020 - 11.2021
  • Led the migration of Infosys Asset Management System from Microsoft Dot net and SQL to open source technologies, including Spring Boot Framework and Angular
  • Designed and developed Spring Boot applications using microservice design
  • Implemented telemetry concepts for applications
  • Integrated applications with Kibana pipeline for centralized logging
  • Proficient in using Apache Kafka in Spring Boot applications and pub-sub model
  • Skilled in working with SQL and NoSQL databases such as PostGreSQL, MySQL, MSSQL, MongoDB, and Redis
  • Actively participated in creating, managing, and deploying docker images for Asset service

SYSTEMS ENGINEER

Infosys Ltd
08.2018 - 02.2020
  • Contributed significantly to the front-end and back-end development and testing of Infosys movie booking application in dev and test environments
  • Actively participated in the database design and creation of the ticket booking application
  • Upskilled in front-end technologies through internal training in Angular
    Worked with PostgreSQL
  • Wrote event handlers, DB adapters, and web service call components using Java and PowerShell for the application teams.

SYSTEMS ENGINEER TRAINEE

Infosys Ltd
04.2018 - 08.2018
  • Foundation Training on Python, Java, AngularJS, JavaScript, BootStrap.
  • Data base related technologies like SQL, Hibernate, JDBC, JPA.

RETAIL ANALYST

NM Associates
09.2017 - 04.2018

NM Associates is one of the largest Super stockists in Kerala focused on the Modern Trade of FMCG Products.

  • Identifying trends in revenue generation and brand growth, optimizing placement and distribution taking into consideration geographic, seasonal, and economic factors to boost sales

Education

Master of Science - Data Science and Machine Learning

University College London, London
08.2023

Currently pursuing M.Sc. in Data Science which is an in-depth mathematical and probabilistic perspective of the Machine learning algorithms and their statistical significance .Studying Computer vision, Bayesian Deep learning, Machine learning and Statistical Data science and the first term modules. Term-2 includes Advanced machine learning in finance ,Information Retrieval and Data mining ,Applied Machine learning and Statistical Natural Language Processing which is commenced to start in early January.

Master of Science - Mathematics

Mahatma Gandhi University, Kerala,India
2017

I have completed my postgraduation in mathematics from Mahatma Gandhi University with a Distinction. The curriculum included Linear algebra ,Graph theory, Complex analysis, Vector analysis ,Differential Geometry ,Topology and so on.

B SC. MATHEMATICS -

Kerala University
2015

GPA: 86.25

Skills

  • Experience in working with real world data
  • Data preprocessing
  • Mathematical understanding of machine learning models
  • Python
  • Spring Boot Micro-services
  • SQL
  • PostgreSQL
  • MongoDB
  • Unsupervised Learning

Certification

  • [MEAN Stack Developer], Basant Technologies - 2021
  • Data Science and Machine learning -Data driven decisions - MIT IDSS through one of India's major online learning platform Great learning-2021

Languages

Malayalam
Native language
English
Advanced
C1

Timeline

Machine Learning Engineer & Software Engineer - Bank of the Republic of Burundi(N T Global Dubai)
12.2021 - 08.2022
Machine learning Engineer - Dubai Taxi Corporation(N T Global)
04.2021 - 11.2021
SENIOR SYSTEMS ENGINEER - Infosys Ltd
02.2020 - 11.2021
SYSTEMS ENGINEER - Infosys Ltd
08.2018 - 02.2020
SYSTEMS ENGINEER TRAINEE - Infosys Ltd
04.2018 - 08.2018
RETAIL ANALYST - NM Associates
09.2017 - 04.2018
University College London - Master of Science, Data Science and Machine Learning
Mahatma Gandhi University - Master of Science, Mathematics
Kerala University - B SC. MATHEMATICS,
  • [MEAN Stack Developer], Basant Technologies - 2021
  • Data Science and Machine learning -Data driven decisions - MIT IDSS through one of India's major online learning platform Great learning-2021
Jayalekshmi Gopakumar