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Resume

Work
Experience

June 2023 - Present

IDLC Finance PLC
Data Scientist [Credit Risk Management]

  • Developed and implemented a robust credit risk management model leveraging statistical and machine learning techniques, integrating customer behavior data to accurately assess and mitigate credit risks.

  • Proficiently designed and maintained interactive dashboards utilizing R Shiny and Power BI to deliver comprehensive insights and visualizations to stakeholders, enabling effective decision-making and enhancing data-driven strategies.

  • Constructed and evaluated diverse correlation models within the financial domain to effectively assess business risk, employing advanced statistical techniques and financial data analysis methodologies.

May 2022 - June 2023

Milvik BIMA (Milvik Bangladesh) 
Commercial Analyst [Planning &  Analysis]

  • Generation and circulation of the sales summary report, app performance report, doctors utilization & performance report on daily basis.

  • Analyze the performance of the Sales force and prepare incentive reports periodically for individuals based on different criteria.

  • Developed Forecasting models using machine learning models like Long Short Term Memory (LSTM), Multilayer Perceptron (MLP), Extreme Learning Machine (ELM) to determine future Cashflow, Sales, Financial variables etc.

  • Creation of an end to end Statistical model that determines the variables [Sales Performance, Marketing Strategy] that correlates with Revenue the most along with the forecasting of the revenue with a unique model by using Facebook s Prophet.

  • Prepare KPI Dashboards [Sales, Revenue, Forecast] using Tableau, Data Studio, Power BI & R Shiny.

  • Devised a process to compare the performance of the Sales forces using the DEA & FSA models.

  • Assisting the Planning and Analysis team to generate and validate the invoices for the underwriter of Milvik Bangladesh.

  • Designed a research methodology for a market survey to predict the behavior of the customers of Milvik Bangladesh along with the research design, sample survey, sample design & questionnaire.

  • Assist the team to prepare business analytics, visualization with meaningful interpretations.

Feb 2020 - May 2022

ACI Limited
Supply Chain Analyst

  • Co-ordination, Preparation and Identification of issues and Circulation of Finished Goods Status & Day Coverage Reports for the following Businesses under ACI Limited. Consumer Brands- Toiletries, Hygiene, Electrical, Animal Health.

  • Developed Sales Forecast using different Machine Learning models based on Long Short Term Memory (LSTM), Multilayer Perceptron (MLP) etc. to improve SKU-Wise forecast accuracy for Toiletries Business.

  • Analyze, simulate & develop product-wise appropriate Statistical forecasting model based on historical data as an input for the S&OP Process of the following Business: Consumer Brands- Toiletries, Hygiene, Electrical.

  • Prepare KPI dashboards, analytics (continuously over forecasted & under forecasted SKUs, Non-Slow Moving SKUs), identify improvement areas and escalate to the top management for decision-making.

  • Co-ordinate Monthly Production Plan and keep track of daily production scheduling for Toiletries, Hygiene, Electrical Business.

  • Assisting the Supply Chain team to Prepare, organize & conduct S&OP meetings and circulate the consensus demand plan among all stakeholders.

  • Devise a process and system to identify the risk areas highly correlated with wrong replenishment and low production performance.

  • Circulate monthly depot-wise allocation based on historical sales for Toiletries & Hygiene Business & keep track of depot-wise product availability daily.

  • Update the databases i.e., Product Master, Bill of Materials of different businesses under ACI Limited.

  • Support the Supply Chain team to design, coordinate & implement “Production Software” at following Businesses: Consumer Brands- Toiletries, Hygiene, Electrical

Education

2019 - 2022

Jahangirnagar University | MSc. in Statistics

Gathered key skills in area of Time Series Analysis, Multivariate Analysis, Sampling Methodology, Stochastic Simulation, Statistical Inference, Survival Analysis, Epidemiology, Generalized Linear Models, Design of Experiments

2013 - 2018

Jahangirnagar University | BSc. in Statistics

Gathered key skills in area of Time Series Analysis, Data Mining & Big Data Analysis, Multivariate Regression Analysis, Probability Distributions, Econometrics, Operation Research, Research Methodology, Bioinformatics, Analysis of Variance [ANOVA]

2013 - 2018

Saint Joseph Higher Secondary School | Higher Secondary School Certificate [H.S.C]

2013 - 2018

Shaheed Police Smrity College | Secondary School Certificate [S.S.C]

Skills
& Expertise

Tools

  • Statistical Data Analysis

  • Supply Chain Analytics

  • Machine Learning

  • Time Series Analysis

  • Time Series Forecasting

  • Data Mining

  • Data Visualization

  • Market Research

Expert

  • RStudio

  • R Programming

  • SPSS

  • Minitab

  • JASP

  • Jamovi

  • Data Studio

  • Microsoft Excel

Intermediate

  • MySQL

  • Adobe Photoshop

  • BigQuery

  • Python

  • Econometric Analysis

  • Multivariate Analysis

  • Stochastic Process

  • Sample Survey

  • Demand/ Production Planning

  • Supply Planning

  • S&OP Process

  • Efficiency Measurement

Comfortable

  • Microsoft Power BI

  • Tableau

  • Adobe Illustrator

  • Figma

  • Google Workspace

  • MSSQL

  • PostgreSQL

Beginner

  • SAS

  • STATA

  • Kepler

  • MATLAB

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