Summary
Overview
Work History
Education
Skills
Websites
Certification
Personal Information
Publications
Timeline
BusinessAnalyst
MOHSEN FALAHAT

MOHSEN FALAHAT

Melbourne

Summary

Experienced Senior Data Engineer with a strong focus on AWS cloud services, SQL and NoSQL databases, Python, and ETL processes. Skilled in developing and optimizing data pipelines to efficiently manage large-scale datasets. Proficient in designing scalable data architectures to support business intelligence and analytics initiatives. Collaborative team player with excellent communication skills, adept at working across departments to deliver effective data-driven solutions. Dedicated to staying informed about emerging technologies and industry best practices in data engineering.

Overview

9
9
years of professional experience
7
7
Certification

Work History

Senior Data Engineer/Scientist

CSIRO (Australian Government Agency)
06.2023 - Current
  • Designed efficient data pipelines.
  • Utilized different AWS Services including Lambda, S3, EFS, Batch, CDK
  • Created and optimized database schemas (Aurora PostgreSQL)
  • Leveraged Amazon ECR for container image management
  • Utilized Docker for containerization of data engineering applications
  • Reduced data processing time through ETL optimization
  • Successfully contributed to data architecture scalability
  • Worked closely with backend developers to align API functionality with data requirements.
  • Ensured data quality through rigorous testing, validation, and monitoring of all data assets, minimizing inaccuracies and inconsistencies.
  • Championed adoption of agile methodologies within team, resulting in faster delivery times and increased collaboration among team members.

Senior Data Scientist /Senior Data Engineer

BHP
06.2022 - 06.2023
  • Identify business and performance improvement opportunities across BHP value chain.
  • Collaborate with cross-functional teams to solve complex business challenges.
  • Perform exploratory data analysis on large datasets
  • Designed end-to-end model capturing data from multiple databases, ensuring accurate route availability and utilization.
  • Utilized EDA techniques to optimize car dumper operations, improving operating rates significantly
  • Analyzed historical transportation data to identify bottlenecks and inefficiencies
  • Optimized resource allocation across multiple sites based on equipment usage and availability.
  • Developed custom algorithms for efficient data processing, enabling faster insights and decision making.
  • Collaborated with cross-functional teams to define requirements and develop end-to-end solutions for complex data engineering projects.
  • Devised and deployed predictive models using machine learning algorithms to drive business decisions.

Data Scientist /Data Engineer

Alinta Energy
03.2020 - 06.2022
  • Designed and developed data pipelines using Databricks.
  • Extracted data from SQL databases and efficiently transferred it to Delta Lake for analysis.
  • Collaborated with cross-functional teams to integrate data sources seamlessly.
  • Created robust data pipelines for efficient data transfer.
  • Automated workflows, enhancing data accessibility and availability.
  • Improved data quality with cleansing and transformation routines.
  • Translated business requirements into data-driven solutions, providing value-added insights that directly contributed to organization's strategic goals.
  • Mentored junior team members in best practices for data science methodologies, fostering culture of continuous improvement.
  • Established and secured enterprise-wide data analytics structures.
  • Collaborated with cross-functional teams for seamless integration of data sources into company's data ecosystem.
  • Developed custom data analytics solutions, leading to improved operational performance and strategic planning.
  • Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights.

Data Scientist

Purchasing Index Australia
08.2019 - 03.2020
  • Populate and maintain complex databases.
  • Analyze supplier and organizational information for procurement planning.
  • Model business problems using statistical and algorithmic techniques
  • Provide analytical services, including data collection and hypothesis formation
  • Cleansed and preprocessed data
  • Built ETL pipelines with Python and Knime workflows
  • Analyzed and processed complex data sets, providing insights to clients
  • Created Tableau dashboards for visualization solutions.
  • Translated business requirements into data-driven solutions, providing value-added insights that directly contributed to organization's strategic goals.
  • Built company A/B testing frameworks to test model quality.

Data Scientist

University Of Tehran
02.2017 - 07.2019
  • Worked on variety of applied NLP/Text Mining problems including responsible for creating innovative natural-language-processing and machine-learning models.
  • Customer/Marketing analytics: Customer cross-sell/up-sell models, churn & acquisition modelling, share-of-wallet analysis, customer behavioral segmentation and campaign analysis
  • Draw meaningful insights from large datasets
  • Developing sentiment analysis system which can analyze product reviews.
  • Design and implement data visualization dashboards.
  • Applied Scikit-Learn’s logistic regression, neural network, and SVM models to predict customer behavior.
  • Incorporated natural language processing techniques to analyze unstructured text data, revealing critical customer sentiment patterns.
  • Proven ability to develop and implement creative solutions to complex problems.

Data Science Researcher

Isfahan Mathematics House
02.2015 - 02.2017
  • Managing and working with junior data scientist and data analyst
  • Advanced analytics delivery services: from statistical, descriptive to predictive analytics such as: Bayesian modelling, decision tree / random forest, supervised/unsupervised segmentation, graph theory, natural language processing (NLP) and neural network algorithms
  • Developed business intelligence reports and explored data across multiple visualizations using Power BI and presented them to decision makers for strategic planning
  • Designed Power BI data visualization utilizing cross tabs, maps, scatter plots, pie, bar
  • Developing machine learning algorithms for predicting disease outbreaks.
  • Optimized data processing pipelines, reducing computational time and increasing overall efficiency.

Education

Master’s Degree in Information Technology Engineering -

Tehran University
01.2017

Skills

  • Python
  • SQL
  • AWS
  • Azure
  • Databricks
  • Database Design
  • Data Pipeline Design
  • Data Analysis
  • DWH/ETL
  • Spark
  • Relational databases
  • NoSQL Databases (MongoDB)
  • GIT
  • Bitbucket
  • Snowflake
  • Oracle
  • MS SQL Server
  • MySQL
  • PostgreSQL
  • Docker
  • Designing ML models and understanding fundamental concepts
  • JIRA
  • CONFLUENCE
  • Tableau
  • Power BI
  • Advanced analytics
  • Big Data Processing
  • Data repositories
  • ETL development
  • Machine Learning
  • Large dataset management
  • SQL and Databases
  • Data Modeling
  • Git Version Control
  • Statistical Analysis
  • Data Migration
  • Data Warehousing
  • Analytical Thinking
  • Excellent Communication
  • Problem-Solving
  • Project Planning
  • Procurement
  • Marketing
  • Finance
  • Energy
  • Retail
  • Mining
  • Start up
  • Geospatial

Certification

  • Data Engineering with Databricks (Databricks)
  • MongoDB Basics (MongoDB University)
  • SQL Analyst Associate (Databricks)
  • Databricks Lakehouse Platform (Databricks)
  • Tableau Desktop for Accurate Business Analysis (Udemy)
  • Analyzing and Visualizing Data with Power BI (Microsoft)
  • AWS Essentials (Udemy)

Personal Information

  • Citizenship: Australian Citizen
  • Title: Senior Data Engineer/ Data Scientist

Publications

  • Mohsen Falahat, Javad Hasanpour, Stratification of breast cancer subtypes using somatic mutation and non-negative matrix factorization, 01/01/2018, The 7th bioinformatics conference of Iran
  • Mohsen Falahat, Javad Hasanpour and Zahra Razaghi Moghadam, Prediction of Heart Disease Using Feature Selection Methods in Classification, 11/01/2016, The 6th Iranian Conference on Bioinformatics

Timeline

Senior Data Engineer/Scientist

CSIRO (Australian Government Agency)
06.2023 - Current

Senior Data Scientist /Senior Data Engineer

BHP
06.2022 - 06.2023

Data Scientist /Data Engineer

Alinta Energy
03.2020 - 06.2022

Data Scientist

Purchasing Index Australia
08.2019 - 03.2020

Data Scientist

University Of Tehran
02.2017 - 07.2019

Data Science Researcher

Isfahan Mathematics House
02.2015 - 02.2017

Master’s Degree in Information Technology Engineering -

Tehran University

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