Summary
Overview
Work History
Education
Skills
Accomplishments
Additional Information
Languages
Timeline
Soft skills
Generic

MARIYA JEYA SHALMA

Meudon La Foret

Summary

Aspiring Data Scientist with hands-on experience in automation, AI-driven workflows, and data visualization, seeking to apply my skills in a dynamic organization. During my internship at Grace Connect SARL, I built end-to-end automation pipelines (n8n, Power Automate), designed LLM-powered document intelligence solutions, and developed ETL pipelines and Power BI dashboards connected to SQL Server and PostgreSQL. I aim to contribute by leveraging my expertise in data engineering, machine learning, and low-code application development to deliver intelligent systems, optimize business processes, and generate actionable insights at scale.

Overview

6
6
years of professional experience

Work History

Data Science Intern

Grace Connect SARL
05.2025 - Current
  • Built an intelligent document processing pipeline in n8n that automated PDF parsing, summarization with LLMs, generation of flowcharts/audio scripts, and email delivery.
  • Developed a calendar consolidation & replication system in n8n/Power Automate to sync multi-tenant Outlook events, standardize subjects, and update a centralized SharePoint database with error-handling.
  • Engineered an AI-powered Task Manager that ingested tasks from email, chat, and voice, structured them with LLMs, and visualized them via Lovable dashboards and Power BI KPI cards.
  • Automated regulatory monitoring workflows that scraped updates from CSSF, ENISA, CNIL, and ECB, applied LLM summarization, and distributed daily policy digests with PDFs through Outlook.
  • Designed a client invoicing automation system integrating calendar data, timesheets, and Power BI paginated reports to generate branded invoices stored securely in SharePoint.
  • Created document intelligence solutions with LLMs, using slicing + asynchronous feeding to optimize handwritten form recognition, integrated with Lovable front-end applications.
  • Implemented an Operational Risk Incident modeling framework (Fraud, Execution Errors, System Failures) aligned with ORX standards, applying frequency–severity analysis to quantify risks.
  • Built ETL pipelines and DAX-driven dashboards in Power BI, connecting to SQL Server and PostgreSQL for real-time analytics, with automated paginated reporting for invoices and regulatory outputs.

Assistant Manager

Axis Bank
02.2024 - 12.2024
  • Analysed loyalty program data using Excel (Pivot Tables, VLOOKUP) and SQL to track customer engagement, optimize redemption patterns, and improve retention strategies.
  • Performed reconciliation and trend analysis on voucher redemptions using Power BI and SQL queries, ensuring accurate financial reporting and anomaly detection.
  • Handled high-priority customer queries using data-driven insights from BO/RBI reports, leveraging Excel dashboards to track resolutions and improve service efficiency.
  • Maintained and automated MIS reports using Power BI and Python to monitor key operational metrics, identify process gaps, and support decision-making.
  • Investigated customer claims using transaction data, applying SQL queries and data validation techniques, processed temporary credit bookings, and ensured dispute resolutions were accurate.

Java Developer

Advisewise Solutions
09.2019 - 11.2023
  • Developed and maintained Java-based applications in the Insurance, Airlines, and Retail domains using Spring Boot and Microservices architecture.
  • Designed and implemented RESTful APIs for seamless system integration and efficient data exchange.
  • Hands-on experience with Core Java, Java 8, JDBC, Hibernate, Servlets, JSP, and GitHub Actions for backend development.
  • Worked with Oracle SQL Developer, MySQL, and DB2 Visualizer for database management and optimization.
  • Migrated Java applications to newer versions and transitioned build systems from Apache Ant to Gradle to enhance efficiency.
  • Applied design patterns such as MVC, Singleton, Saga, and Service Discovery to improve software maintainability.
  • Experienced in version control tools like GitHub, Bitbucket, and Azure, ensuring smooth collaboration in distributed team environments.
  • Recognized as 'Employee of the Quarter' for debugging critical issues, improving system stability, and optimizing performance.

Education

MSc - Data Management and Artificial Intelligence

ÉCOLE CENTRALE D'ÉLECTRONIQUE

MBA - FINANCE

TAMILNADU OPEN UNIVERSITY
06.2022

BE - COMPUTER SCIENCE AND ENGINEERING

ANNA UNIVERSITY – ACCET
04.2019

Skills

  • Java (Core)
  • Java 8
  • Python
  • Spring
  • Spring Boot
  • Hibernate
  • Docker
  • Hadoop
  • Tableau
  • Power BI
  • GitHub

Accomplishments

    Completed multiple data science and AI projects, including heart failure survival prediction using clinical datasets, cybersecurity threat detection with Hadoop vs. Spark for large-scale network traffic, and sentiment analysis of social media posts using CNN and LSTM models. These projects covered the full pipeline of data preprocessing, model development, evaluation, and visualization, applying tools such as Python (Scikit-learn, TensorFlow, Keras), Java, and big data frameworks (Hadoop, Spark).

Additional Information

  • Wholesale Banking Operations - Manipal University
  • Data Engineering on AWS - Coursera
  • Creating Power BI Paginated Reports - U2U
  • Building your own agents with Copilot Studio - U2U


Languages

English - Fluent
Tamil - Native
French - Beginner

Timeline

Data Science Intern

Grace Connect SARL
05.2025 - Current

Assistant Manager

Axis Bank
02.2024 - 12.2024

Java Developer

Advisewise Solutions
09.2019 - 11.2023

MBA - FINANCE

TAMILNADU OPEN UNIVERSITY

BE - COMPUTER SCIENCE AND ENGINEERING

ANNA UNIVERSITY – ACCET

MSc - Data Management and Artificial Intelligence

ÉCOLE CENTRALE D'ÉLECTRONIQUE

Soft skills

  • Proficient in MS Office (Word, Excel, Outlook)
  • Data-Driven Decision Making
  • Analytical Thinking
  • Project Management
  • Team Collaboration
  • Customer Relationship Management (CRM)
  • Problem-Solving
  • Time Management
  • Stakeholder Management
  • Documentation and Reporting
  • Loyalty Management System
MARIYA JEYA SHALMA