Python for Data Analytics
MD. SHAIKH KAMRAN
Dhaka
Summary
I am seeking a challenging environment for establishing my career where I can contribute to development for the company with my knowledge of statistical modeling technique and machine learning knowledge. Proactive [Job Title] with [Number]+ years product management experience in small start-up business environments. Effective driver of product development lifecycle from concept to delivery. Communicative and collaborative with proven history of improving business operations to support corporate growth and revenue. Personable business professional bringing successful [Number]-year career in financial roles within large and fast-paced corporations. Release-planning specialist trained in advanced Excel modeling. Creative solutions architect with real-time problem-solving flexibility. Hardworking and passionate job seeker with strong organizational skills eager to secure entry-level [Job Title] position. Ready to help team achieve company goals. Detail-oriented team player with strong organizational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy.
Overview
2
2
years of professional experience
3
3
Certifications
Work History
Sr. Data Analyst
SSL Wireless
10.2023 - Current
- Process flow design & optimization (End to End Process) for Osman Textiles Ltd (RMG) & SSL COMMERZ (FinTech)
- Data Analysis & Business Process Dashboard (Inventory, Procurement, Sales)
- Set data-driven effective KPIs for organizational standards & track the current situation and MOM progress
- Data Matrix for more robust understanding of multiple businesses
- CXO Dashboard
- Raw Material Price prediction using Machine Learning (ML)
- SOP for Data Sharing Protocol
- Analysis of census reports to identify key population demographics and financial trends for strategic business insights
- Utilized data to optimize costs and enhance operational efficiency
- Proficient in translating complex statistics into actionable business strategies
- Reduced manual data entry errors by designing and deploying automated ETL processes to transform raw data into usable formats.
- Contributed to overall organizational growth through continuous improvement of data analytics capabilities and processes.
- Analyzed large amounts of data to identify trends and find patterns, signals and hidden stories within data.
- Improved data accuracy by implementing stringent data validation processes and quality control measures.
- Served as a subject matter expert on various projects, sharing valuable insights derived from extensive industry experience as a Senior Data Analyst.
- Identified, reviewed and evaluated data management metrics to recommend ways to strengthen data across enterprise.
- Established robust security protocols to protect sensitive company information from unauthorized access or potential breaches.
- Generated ad-hoc reports to evaluate specific business requirements.
Analyst
ACI Limited
07.2022 - 09.2023
- Understanding commercial process to design & develop automation process
- Assist MIS and SCM to bring necessary changes in system accordingly
- Data analysis to assist AGM to take strategic decision
- Gather automation requirement to assist MIS to implement
- Periodic analysis of SCM and procurement data
- Tracking and monitor of the project progress and report accordingly to AGM
- Analyze data to identify problematic areas and suggest improvements
- Measure performance and report to management
- Monitoring vendor management system and BEFTN process.
- Assisted in decision-making processes by presenting accurate, data-driven recommendations to stakeholders.
- Identified trends and patterns in large datasets, leading to actionable insights for business growth.
- Utilized machine learning algorithms to analyze historical data, leading to more informed strategy development.
- Guided acquisition process to capture projected cost and revenue synergies and move combined organization forward.
- Conducted regular reviews of operations and identified areas for improvement.
- Collected, arranged, and input information into database system.
Associate Data & Insight (D & I)
Shadow Director
01.2022 - 06.2022
- Power BI Report development
- Building Analysis Services reporting models
- Developing visual reports, KPI scorecards, and dashboards using Power BI desktop
- Connecting data sources, importing data, and transforming data for Business Intelligence (BI)
- Analytical thinking for translating data into informative reports and visuals.
- Conducted exploratory data analysis, identifying patterns and relationships within datasets.
- Applied statistical concepts such as hypothesis testing to validate assumptions made during model development stages.
- Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
Education
Masters in Applied Statistics And Data Science - Data Science
Jahangirnagar University
Savar - 1342, Bangladesh 01.2022 -
Bachelor of Science in Engineering - Electronics & Telecommunication
Pabna University of Science And Technology
Pabna -6600, Bangladesh 03.2017 -
Skills
Microsoft Word
Microsoft Excel
Microsoft Power Point
Microsoft Visio
Google Sheets
Google Docs
SQL
Python Programming (Intermediate)
Python-Pandas data analysis tool (Advance)
Good analytical skills
Strong and diverse vocabulary
Reliable, Honest and Punctual
Well versed in spoken and written English
Good communication skills
Very much comfortable in group works
- Advanced Excel
- ETL processes
- Data Quality Assurance
- Advanced analytics
- Python Programming
- SQL Expertise
- Business Intelligence
- Algorithm development
- Machine Learning
- Data Mining Techniques
- Statistical modeling
- R Programming
- Analytical Skills
- Business Analysis
- Project Management
- Problem-solving aptitude
- Process Improvement
- Teamwork and Collaboration
- Stakeholder Communication
- Problem-Solving
- Requirements Analysis
- Data Modeling
- Analytical Thinking
- Data Mapping
- Decision-Making
- Time Management
- Strategic Planning
- Workflow Analysis
- Documentation
- Team building
- ERP Software
- Written Communication
- Multitasking Abilities
- Competitive Analysis
- Effective Communication
- Business Planning
- Investigative Approach
- Business Tracking
- Financial Data Analysis
- Data Acquisition
- Continuous Improvement
- KPI Tracking
- Trend Data Analysis
- Forecasting and planning
Coursesandworkshops
- Analyzing Data with Microsoft Power BI, 12 Hours Workshop, 12/16/21 - 12/18/21, Thriving Skills (Online Training), Rony Saha
- Data Science with Python, 8 Days Workshop, 05/09/20 - 06/03/20, EMK Center (MIDAS center, House No 5, Dhanmondi 27), Sadat Shahriar
- Data Analysis in R and Python, 25 Hours Training Course, 10/05/19 - 11/02/19, Bangladesh Institute of Governance and Management (BIGM, Sher-E-Bangla Nagar, Agargaon, Dhaka 1207), Md. Jamal Hossain, Md. Mazharul Islam, Faroque Ahmed
Dataanalysistools
- Python
- R
- Microsoft Excel and Google Sheets
- Microsoft Power BI
Datavisualizationprojects
- Machine learning project, https://github.com/KamranMdShaikh/machine_learning_heart_disease
- Data analysis project, https://github.com/KamranMdShaikh/test_bowlers_analysis
- Data visualization project, https://github.com/KamranMdShaikh/audi_used_car_analysis/blob/main/audi_used_car_EDA.ipynb
- Data cleaning project, https://github.com/KamranMdShaikh/Data_Cleaning_Real_Estate_Price_Prediction_Project
- Sample Power BI project (Video clip), https://www.linkedin.com/posts/kamran-md-shaikh_powerbi-project-data-activity-6890038177936089088-JFzW
References
- Dr. Rumana Rois, Associate Professor, Department of Statistics, Jahangirnagar University, rois@juniv.edu, +8801904709211
- Md. Atikur Rahman, Assistant Professor, Department of Statistics, Jahangirnagar University, arahman@juniv.edu, +8801779734089
Software
Certification
• DATA ANALYSIS IN R AND PYTHON
Timeline
Sr. Data Analyst
SSL Wireless
10.2023 - Current
Analyst
ACI Limited
07.2022 - 09.2023
Associate Data & Insight (D & I)
Shadow Director
01.2022 - 06.2022
Masters in Applied Statistics And Data Science - Data Science
Jahangirnagar University
01.2022 -
• ANALYZING DATA WITH MICROSOFT POWER BI
12-2021
• DATA SCIENCE WITH PYTHON
06-2020
• DATA ANALYSIS IN R AND PYTHON
11-2019
Bachelor of Science in Engineering - Electronics & Telecommunication
Pabna University of Science And Technology
03.2017 -
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