Ashique Mahmud

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 • • • • • 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