Ashique Mahmud
Date of birth: 26/05/1994
(- (Mobile)
Nationality: Bangladeshi
Phone number:
Email address:-
Address: Asham Colony, House-42, Rajshahi, 6203, Rajshahi, Bangladesh
(Home)
WORK EXPERIENCE
20/10/2023 – 30/11/2023 Mexico
MACHINE LEARNING ENGINEER OMDENA (REMOTE PROJECT)
- Data Collection
• Flood Mapping of Bangladesh for 2022 using Google Earth Engine
• Extraction of Time Series Land Surface Temperature of Bangladesh
Exploratory Data Analysis
• Data Cleaning and Processing
• Outlier Detection and Removal
• Correlation analysis among weather variables
• Data Visualization
• Master Data set creation for Model Development
Machine Learning Model Construction
• Fine-tuning the Master Data set
• Creating forecasting model using Logistic Regression, LSTM, XGBoost
• Hyper Parameter Tuning using GridSearchCV
• Exporting Final Model as Pickle
• Deployment of the model using Python Streamlit library
https://verified.sertifier.com/en/verify/-/
26/11/2023 – CURRENT Switzerland
DATA SCIENTIST (UPWORK GLOBAL INC. REMOTE) FRANCOIS GUDEL
This job involves Python-based cleaning of OpenPose keypoint data, causal analysis of financial data, and
potentially integrating voice data. Deliverables include well-commented Python code (preference in Jupiter
notebook), a methodology explanation, result files with insights, and an assessment of their realism. The
emphasis is on clear presentation and interpretability.
Programming Language Used: Python
Recommended Literature to be Followed for this Project: "Managers’ Body Expansiveness,
Investor Perceptions and Firm Forecast Errors and Valuation"
30/05/2023 – CURRENT Rydalmere, Australia
DATA ANALYST (UPWORK GLOBAL INC. REMOTE) MARK ZREIKA
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Exploratory Data Analysis and Visualization (Python, R)
Financial Forecasting Model (Deep Learning model using LSTM)
Report Writing
Methodology Construction.
Research Assistance
Business or Sector Education
01/11/2022 – 16/07/2023 United States
TUTORIAL WRITERS - R PROGRAMMING LANGUAG (UPWORK GLOBAL INC. REMOTE)
PERFORMANCE INGENUITY (JOHN HACKETT)
• Web Article Writing about Data Analytics (Using R Programming Language Remote)
• Financial Modeling
• R Shiny Application Development
05/06/2021 – 09/06/2021
AUTHOR OF JOURNAL ARTICLE JOURNAL OF MANAGEMENT AND SCIENCE
Author of Journal Article "Investigating the Relationship between CO2 Emission and Industrial Production
of Bangladesh through the Unrestricted Vector Auto Regression Methods."
05/07/2022 – 21/06/2023
AUTHOR OF JOURNAL ARTICLE JOURNAL OF RESEARCH & DEVELOPMENT
Author of the Journal article "Understanding the Environmental Kuznets Curve Hypothesis:
Empirical Evidence from Bangladesh
"
EDUCATION AND TRAINING
01/01/2021 – 20/01/2022 Rajshahi, Bangladesh
MASTER OF SOCIAL SCIENCE IN ECONOMICS Varendra University, Bangladesh
Website https://vu.edu.bd/academics/departments/economics
16/05/2016 – 24/07/2019 Rajshahi, Bangladesh
BACHELOR OF SOCIAL SCIENCE IN ECONOMICS Varendra University, Bangladesh
Website https://vu.edu.bd/academics/departments/economics
01/05/2009 – 01/05/2011 Rajshahi , Bangladesh
HIGHER SECONDARY SCHOOL CERTIFICATE Rajshahi New Government Degree College
11/03/2022 – 13/03/2022 Barlin, Germany
CERTIFICATE OF VIRTUAL PRESENTATION Science, Technology and Engineering Conferences
Website https://www.steconf.org/proceeding/global-conference-on-agriculture/
LANGUAGE SKILLS
Mother tongue(s):
BENGALI
Other language(s):
UNDERSTANDING
ENGLISH
SPEAKING
Listening
Reading
Spoken
production
Spoken
interaction
B2
B2
C1
C1
Levels: A1 and A2: Basic user; B1 and B2: Independent user; C1 and C2: Proficient user
DIGITAL SKILLS
Office Application
Microsoft Office
WRITING
Microsoft Excel
Microsoft Powerpoint
B2
Data Analysis
Python (PyROOT, RDataFrame; ML: Keras, TensorFlow)
Maching Learning and Deep Learning
GitHub Basic HTML, CSS, Javascript
Google Earth Engine (GEE) / Google Earth Pro Microsoft Power
BI Frameworks and Libraries: FastAPI, Open CV, Tensorflow, Keras, Pandas, Seaborn, Plotly, Streamlit)
R PROGRAMMER
Web Development
Javascript
Node.js
Redux State Management Toolkit
Tailwind CSS
