Mahmood Hossain
Data Engineer
Dhaka
Summary
Data & Cloud Engineer with prior experience in working in audio technologies and music production. Holds active expertise in developing Artificial Intelligence & Machine Learning, Cloud Infrastructure & Music Production. Throughout the versatile & non-linear career, has directly worked with many global private and development sector giants such as Bel USA, Stochastic AI , Armour Group, UNDP, UN Women, Unilever, BRAC etc. AWS certified Solutions Architect Associate with expertise in Python, AWS, R, Terraform, SQL and many more.
Overview
7
7
years of professional experience
6
6
years of post-secondary education
3
3
Certifications
Work History
Cloud Engineer
Epsilon Solutions USA LLC
Dhaka
01.2022 - 12.2022
- Identified, analyzed and resolved infrastructure vulnerabilities and application deployment issues.
- Provided technical leadership and delivered innovative products and services to address customer specific requirements.
- Implemented Disaster Recovery system for two companies based in the USA using Terraform CI/CD pipelines which made the disaster recovery 70% faster.
- Led the development of an intelligent document processing system using Artificial Intelligence for a Canadian company.
Data Science and Business Analytics Intern
Sparks Foundation
Singapore
01.2021 - 06.2021
- Researched, reviewed and analyzed store inventory and sales to detect the low profit product lines as well as the marketing schemes which were costing the company
- Built a machine learning model with Mean Square Error .0001 to predict stock price with Numerical and Textual Analysis using 20 years SENSEX data and news headlines from Time of India.
- Analyzed and verified requirements for completeness, consistency, comprehensibility, feasibility and conformity to standards.
- Collaborated with stakeholders to determine project scope and vision.
- Translated conceptual customer requirements into functional requirements.
- Used Power BI to analyze conversion rates across multiple digital channels.
- Identified, analyzed, and interpreted trends or patterns in complex data sets by finding correlations and visualizing with charts.
Manager, Sound
Radio Shadhin 92.4 FM
Dhaka
12.2016 - 06.2021
- Produced and led productions for 63rd Commonwealth Parliamentary Conference
- Led the production team for delivering high quality audio productions for 50th year of independence celebration in Bangladesh
- Delivered high valued business requirements by leading the production contents for Unilever, Brac and UNDP and ZEE5.
- Cross-trained existing employees to maximize team agility and performance.
Assistant Manager
Radio Shadhin 92.4 FM
Dhaka
07.2015 - 12.2016
- Established successful program models along with technical communications which increased social media interactions by 75%
- Mentored team members to enhance professional development and accountability in workplace.
- Helped with planning schedules and delegating assignments to meet coverage and service demands.
Education
Master of Science - Economics
Bangladesh University of Business And Technology
01.2011 - 09.2012
BBA - Economics, Finance % Accounting
American International University
05.2007 - 05.2011
Skills
Multitasking Abilities
undefinedCertification
AWS Certified Solutions Architect Associate
Projects
- Pattern recognition model using Leap Motion time series sensor data : The requirement of this project was to create a machine learning model that can recognize a digit. The input data will be a time series data with X, Y and Z co coordinates. The training data was collected from Leap Motion sensor of 1000 samples.
- Data Pipeline using PySpark, Hive and Cassandra : This project mainly focuses on integrating PySpark with Apache Cassandra and Apache Hive to perform ETL(Extract-Transform-Load) and ELT(Extract-Load-Transform) operations.
- Indian Stock Price Prediction Using News Headlines : This project was assigned by The Spark Foundation. Sentiment analysis from news headlines was incorporated with the training data and resulted a better prediction model.
Blogs
- Orchestrating ELT Pipeline with Amazon MWAA Using Kinesis Firehose and Snowflake [2022] : https://medium.com/p/d64bd798c576
- Voice Cloning: Corentine's Improvisation on SV2TTS [2021] : https://www.datasciencecentral.com/voice-cloning-corentin-s-improvisation-on-sv2tts/
- How Music Can Be Turned Into Dataset [2020] : https://towardsdatascience.com/how-music-can-be-turned-into-dataset-e40d59718d4a#:~:text=Those%20little%20boxes%20are%20telling,are%20just%20like%20binary%20values.
Timeline
Cloud Engineer
Epsilon Solutions USA LLC
01.2022 - 12.2022
Data Science and Business Analytics Intern
Sparks Foundation
01.2021 - 06.2021
Manager, Sound
Radio Shadhin 92.4 FM
12.2016 - 06.2021
Assistant Manager
Radio Shadhin 92.4 FM
07.2015 - 12.2016
Master of Science - Economics
Bangladesh University of Business And Technology
01.2011 - 09.2012
BBA - Economics, Finance % Accounting
American International University
05.2007 - 05.2011
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