DM Monjurul Islam
New York,NY
Summary
Engineering student versed in reviewing plans, writing reports, researching solutions and implementing company procedures. Willingness to learn, follow instructions and work cooperatively within team environments. Computer competencies include various MATLAB, SQL, Arduino, CAD programs and MS Office applications.
Overview
10
10
years of professional experience
1
1
year of post-secondary education
Work History
Data Science Project
Syracuse Univiersity
, NY
07.2024 - 08.2024
- Analyzed 125 years of Summer Olympic data to examine trends in athlete participation and medal distribution across countries.
- Used Tools & Technologies like R, RStudio, ggplot2, linear regression modeling, data cleaning, data visualization, and predictive analytics.
Collected, cleaned, and processed Olympic data for 1896–2020. - Created descriptive statistics and visualizations to answer specific business questions regarding athlete performance and country dominance.
- Developed a predictive model to forecast future participation using linear regression.
- Achieved 70% model accuracy (R-squared = 0.70) with low error rates (MSE = 610, RMSE = 24.7).
- Recommended strategies for nations to improve their Olympic outcomes based on the model’s findings.
Artificial Intelligence Project
Columbia Engineering
New York, New York
08.2024 - 09.2024
- Olympic Swimming Performance Analysis (1912-2020)
- Tools & Technologies:
Python, Jupyter Notebook, Pandas, Matplotlib, Seaborn, Time Series Analysis, Statistical Modeling, Data Visualization - Collaborated in a group to analyze Olympic swimming performance data from 1912 to 2020, sourced from Kaggle.
- Cleaned and transformed over a century of data, standardizing performance times and handling missing values for accurate time-series analysis.
- Conducted exploratory data analysis (EDA), uncovering trends, correlations, and outliers through descriptive statistics and visualizations.
- Analyzed gender-based performance trends and the impact of technological advancements (e.g., specialized swimsuits) using regression models and before-and-after analyses.
- Performed comparative analysis of country performance over time and correlated Olympic swimming trends with global events like World Wars.
- Created a range of visualizations, including line charts, histograms, and scatter plots, to demonstrate key insights such as overall performance improvement, event-specific trends, and technological impacts.
- Presented findings on the evolution of Olympic swimming, providing actionable insights for future predictive modeling and cross-sport comparisons
Engineering Intern
Dhakai Inc
06.2023 - Current
- Developed new product design modifications.
- Collaborated with manufacturing team to optimize production processes, resulting in 15% increase in efficiency and 10% reduction in waste.
- Assisted in implementation of sustainable practices initiative, reducing energy consumption by 8% and achieving 20% reduction in waste.
- Conducted quality control inspections to ensure products met rigorous industry standards and conducted root cause analysis to address any production issues.
- Contributed to team working on design and development of new apparel manufacturing machine, improving its efficiency and safety features.
- Gathered and analyzed production data, identifying areas for process improvement, and presenting recommendations that led to 12% cost reduction.
- Assisted senior engineers and management with clerical duties to keep department functioning and workflows running smoothly.
- Created 3D models from 2D drawings.
- Used AutoCad drafting software to create electrical schematic and panel layouts.
- Developed, prepared and reviewed reports and studies to identify and recommend engineering solutions.
- Designed and coordinated engineering tests and experiments.
- Prepared standard reports and documentation to communicate results to senior management.
- Participated in failure analysis and debugging report activities.
Private Math, Physics And Chemistry Tutor
High School Students And College Students
01.2015 - Current
- Supported students with helpful study habits and exam strategies.
- Used positive reinforcement, repetition, and review to help students master challenging material.
- Explained math concepts in caring and encouraging environment to help kids thrive and learn.
- Utilized diverse teaching strategies and resources to help students better understand math concepts.
- Conducted group tutoring sessions to help students engage active learning and critical thinking skills.
- Created and shared math resources and materials to boost student comprehension.
- Tutored 5 students per week in private sessions using detailed lesson plans.
- Maintained records of student progress and lab completions, using Excel and MATLAB.
- Conducted in-depth research in MATH and PHYSICS to help students understand.
- Supported students with helpful study habits and exam strategies
- Used positive reinforcement, repetition, and review to help students master challenging material
- Explained math concepts in caring and encouraging environment to help kids thrive and learn
- Utilized diverse teaching strategies and resources to help students better understand math concepts
Arduino Projects
University At Buffalo
01.2023 - 05.2023
- Created applications to meet diverse needs and design requirements.
- Developed, deployed, and tested prototype systems to assess functionality and feasibility.
- Reviewed or approved designs, calculations or cost estimates.
- Evaluated proposed and existing robotics systems to check quality and safety controls.
- Processed or interpreted signals or sensor data.
- Tested features, documenting findings, modeled trends, and submitted reports.
- Outlined and programmed routines and parameters for different robotic systems.
- Built, configured or tested robots or robotic applications.
- Skilled at working independently and collaboratively in a team environment.
- Coordinated with cross-functional teams to resolve project issues and mitigate risks
- Coordinated with cross-functional teams to resolve project issues and mitigate risks.
- Monitored project performance to identify areas of improvement and make adjustments.
- Planned, designed, and scheduled phases for large projects.
- Provided detailed project status updates to stakeholders and executive management.
Tutor
Bronx Community College
06.2015 - 08.2018
- Collaborated with students to complete homework assignments, identify lagging skills, and correct weaknesses.
- Worked closely with students on specific class struggles, closely reviewing materials and assignments to offer targeted help.
- Assisted students in developing study skills and strategies.
- Motivated students with accurate feedback and positive reinforcement.
- Motivated students towards learning and studying to build self-confidence and reduce fear of failure.
- Developed methods to motivate and engage students in learning.
- Collaborated with students to complete homework assignments, identify lagging skills, and correct weaknesses
- Provided homework assistance using specific curriculum and materials
- Motivated students towards learning and studying to build self-confidence and reduce fear of failure
- Supported students with helpful study habits and exam strategies
Supplemental Instructor Leader
Bronx Community College
06.2016 - 07.2018
- Collaborated with students to complete homework assignments, identify lagging skills, and correct weaknesses.
- Worked closely with students on specific class struggles, closely reviewing materials and assignments to offer targeted help.
- Assisted students in developing study skills and strategies.
- Motivated students with accurate feedback and positive reinforcement.
- Created and developed lesson plans to meet students' academic needs.
- Helped students explore concepts with engaging, learning-focused activities.
- Tracked student progress, frequently checking in with struggling students and identifying root causes of problems.
- Observed and adopted new techniques from skilled instructors and lecturers.
Education
Artificial Intelligence Graduate Certificate Program - Artificial Intelligence
Columbia University
New York, NY 06.2024 - Current
Master of Science - Data Science
Syracuse University
Syracuse, NY 2024.06 - Current
Bachelor of Science - Mechanical Engineering
University At Buffalo
Buffalo, NY05.2023
Skills
- Performance Optimization Strategies
- Establishing Learning Goals
- Moodle and Schoology
- Systems Analysis
- Digital Design
- MATLAB
- Arduino
- SQL
- Advanced Mathematical Abilities
- Engineering Design
- Team Meetings
Timeline
Artificial Intelligence Project
Columbia Engineering
08.2024 - 09.2024
Data Science Project
Syracuse Univiersity
07.2024 - 08.2024
Artificial Intelligence Graduate Certificate Program - Artificial Intelligence
Columbia University
06.2024 - Current
Master of Science - Data Science
Syracuse University
2024.06 - Current
Engineering Intern
Dhakai Inc
06.2023 - Current
Arduino Projects
University At Buffalo
01.2023 - 05.2023
Supplemental Instructor Leader
Bronx Community College
06.2016 - 07.2018
Tutor
Bronx Community College
06.2015 - 08.2018
Private Math, Physics And Chemistry Tutor
High School Students And College Students
01.2015 - Current
Bachelor of Science - Mechanical Engineering
University At Buffalo
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