PROJECTS

Machine learning based health status prediction and development of food-health vulnerability index for US counties

• Developed food-health vulnerability index for 2953 US counties utilizing machine learning techniques to predict population health status

• Achieved interpretability using Shapley Additive Explanations (SHAP)

• Recognized as the best class project

Business and logistics plan for a company engaged in direct sales of fresh vegetables

• Devised market capture strategies and purchasing approaches and designed sourcing, harvesting, and transportation strategies

• Optimized logistics to maximize profits and minimize waste that generated annual net profit of $240M

• Formulated distribution fleet composition and ordering policies

Application of Queuing Theory in Banking System (Sonali Bank)

• Optimized bank teller count, reducing customer waiting time by 5% and enhanced overall service efficiency

Cement Mixer with Auto Rendering Machine

• Executed Quality Function Deployment (QFD) for design analysis

• Conducted quantitative analysis of materials and manufacturing processes

• Evaluated design feasibility and durability using Solidworks and ANSYS

• Assessed economic feasibility through cost and sensitivity analysis

Modeling, Simulation and Performance Analysis of a Vehicle Assembly Plant using Arena Software

• Modeled a vehicle assembly plant incorporating both chassis assembly and body fabrication processes using Arena simulation software

• Simulated the system to analyze performance parameters such as number of trucks built, average cycle time, resource utilization

• Identified bottlenecks and idle times through modeling repair/maintenance breakdowns and queues

• Implemented layout changes and process improvements to reduce cycle time and increase resource utilization

• Optimized time between truck chassis arrivals in body shop using OptQuest to maximize resource utilization

• Compared performance parameters between current and proposed improved layouts

Technical Report 

Preparation of Hazard Evaluation Worksheet (task- based) for IFAD Autos Limited

• Identified potential hazards in an automobile assembly plant using a hazard checklist

• Analyzed the risk level of each hazard using a risk calculator based on probability, exposure and consequence

• Suggested corrective actions for high risk hazards such as using shields, shock absorbers, improving workstation design

• Prepared risk evaluation worksheets for critical hazards like particle dispersion, fluid ignition, UV exposure

• Assigned probability, exposure and consequence levels to quantify risk of each hazard

• Described the risk analysis and evaluation process for key hazards in the report

• Demonstrated how the hazard analysis can help minimize hazards and improve safety

Technical Report 

Design of RoboTek II, EMU Robotic Arm using CATIA

SOLIDWORKS Design