Rimi Mondal

Rimi Mondal

AI Data Engineer

Transforming Data Into Actionable Insights

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About Me

Hi, I’m Rimi Mondal, a data engineer with a passion for transforming data into meaningful insights. With over five years of experience in analytics, machine learning, and AI, I enjoy building smart, reliable systems that solve real-world problems. Whether it’s designing clean data pipelines, developing predictive models, or creating intuitive visualizations, I approach every project with curiosity, care, and a love for learning. I believe that good data work is about more than just numbers, but rather it’s about asking the right questions and connecting the dots in ways that drive impact. I’m always excited to collaborate, explore new tools, and keep growing through every challenge.

Skills

Python
Tableau
SQL
DBMS
Power BI
Predictive Analytics
Web Scraping
Statistical Modeling
Cognos Analytics
Natural Language Processing (NLP)
Chatbot Development
Data Visualization
MS Excel
Neural Networks
ArcGIS
Data Modeling
Azure
BPMN
Sentiment Analysis
AWS
Google Cloud Platform (GCP)
Machine Learning
Hadoop & Spark
Exploratory Data Analysis (EDA)

Projects

Investment Insights Chatbot

Python NLP NewsAPI TextBlob

Developed a real-time stock market chatbot using Python, NLP, NewsAPI, and TextBlob. Delivered personalized investment advice and trending stock updates.

View Project

Labour Force Analytics Dashboard

Power BI Statistics Canada Data Forecasting

Built an interactive Power BI dashboard analyzing immigrant labour trends in Canada. Forecasted moving averages and provided policy insights.

View Project

ETL Pipeline Automation

Azure Data Factory Python SQL

Automated ETL pipelines using Azure Data Factory and Python scripts, improving data refresh rates by 30% for financial reporting systems.

View Project

Experience

Jul 2024 – Present

Data Engineer

#Banking #Azure #ETL #ML #PowerBI #DataArchitecture
  • Designed and deployed scalable data pipelines using Azure Data Factory, Databricks, and Synapse Analytics for secure financial data processing.
  • Automated real-time data workflows from banking systems and CRM, reducing processing time by 30%.
  • Developed ML models for fraud detection, customer segmentation, and credit risk using Python and Azure ML.
  • Created interactive Power BI dashboards for KPIs, loan analytics, and compliance tracking.
  • Optimized SQL queries and stored procedures, improving performance by 40%.
  • Led cloud migration projects and mentored junior engineers in best practices and data technologies.
Apr 2021 – Nov 2022

Junior Data Analyst

#DataEngineering #PowerBI #Azure #SQL #Python #EDA
  • Built ETL pipelines using ADF and Databricks for structured and unstructured data integration.
  • Performed advanced EDA using Python for clients across healthcare, banking, retail, and government.
  • Created DAX measures and Power BI visuals for executive dashboards and client reports.
  • Managed full-cycle reporting and KPIs with T-SQL, SSIS, and Power BI to support strategic insights.
  • Collaborated on Agile analytics projects, translating business needs into technical solutions.
Jul 2019 – Mar 2021

Data Researcher I (GIS Analyst)

#GIS #SQL #PowerBI #Tableau #DataQuality #SpatialAnalytics
  • Maintained infrastructure datasets and developed geospatial reports using Power BI, Tableau, and GIS tools.
  • Optimized database performance by managing stored procedures, indexes, and execution plans.
  • Performed spatial and business data analysis using Python, Matplotlib, and GIS platforms.
  • Implemented data standards and built frameworks for regulatory reporting and decision-making.
  • Supported multiple departments by identifying analytics needs and driving predictive insights.

Education & Certifications

🎓 Artificial Intelligence - Architecture, Design, and Implementation

Georgian College

🎓 Big Data Analytics

Georgian College

🏆 Introduction to Cognos Analytics

February 2025

🏆 AWS Academy Machine Learning Foundations

April 2024

🏆 AWS Academy Cloud Foundations

April 2024

🏆 Applied Analytics Using SAS Enterprise Miner

August 2023

🏆 Microsoft SQL Server 2019 Essential Training

July 2023

🏆 AWS Academy Data Engineering

July 2023

🏆 SAS Certified Big Data Professional Using SAS 9

February 2023

Contact Me

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