Portfolio

A selection of my product design, mechanical engineering and data analytics projects.
For viewing a collection of my continuous improvement projects, please refer to the 'Experience' section on my LinkedIn page.

Apple Watch Series 8, 45mm

  • Decided to revive and improve upon a project that I originally started working on last year
  • Created a multi-body 3D CAD modeled part on SolidWorks using product dimensions for watch band lug-latch assembly and watch body available on Apple’s Official Accessory Design Guidelines
  • Used features like swept cut, circular pattern, etc. and surface modeling tools like thicken, thickened cut, etc
  • Converted the multi-body part into an assembly with multiple parts using Save Bodies command
  • Performed a motion study and created a pre-rendering mockup for final design/advertisement UI


  • Coming up soon:

  • Mechanical Drawings with BOM and GD&T
  • FEA for entire watch assembly
  • FEA for the watch bands to determine stresses created due to lateral slide-out force and pull force
  • Drop test simulation for watch assembly
  • Rendering using SolidWorks Visualize or KeyShot
  • STL Files for you to create your own watch bands and accessories!


  • Link to the Official Accessory Design Guidelines for Apple Devices
    Disclaimer: The Apple Watch Series 8 logo and name are trademarks of Apple Inc., registered in the U.S. and other countries. This project is a personal, non-commercial representation and is not affiliated with, endorsed by, or approved by Apple Inc. Credits to the original creator/owner. No copyright infringement intended.

    Apple Watch Band with Holes STL File
    Apple Watch Band with loop and pin STL File

    Used Car Decision Dashboard

    Objective:

    As a new graduate in Texas moving away from the university campus, I needed a reliable source of personal transportation. I started looking for used cars on the internet, but the vast number of options were confusing and somewhat overwhelming. Everyone wants the best deal in terms of cost and reliability. The objective of this project was to adopt a data-driven approach to determine which of the most common car brands that I see on the roads would be a reliable choice.
    Achievement:
    • Developed Tableau dashboard utilizing NHTSA dataset of 235461 rows of entries for 19 car brands manufactured post-2009, aiding used car reliability assessment
    • Implemented filters for granular analysis by state and issue type, enhancing user insights
    • Monitored KPIs including total complaints per brand and issue distribution, facilitating informed decisions
    • Achieved a 99.69% reduction in manual data analysis time and improved decision-making efficiency
    • Mitigated risks by identifying potential issues early, preventing costly future servicing and maintenance charges, thereby improving ROI (Return-On-Investment)
    • Bought my first car!

    LMNS (pronounced "Lemons")

    LMNS is a continuously improving personal project which highlights my conceptualization, reverse engineering and advanced surface modeling skills. It helped me work on my NPI (New Product Introduction) understanding.

    When life gives you lemons, download an STL file for a lemon juicer and 3D print it, reverse engineer the design to change the feature according to your preference, perform FEA, collaborate with vendors for DFM reviews, create a mold for injection molding, run a manufacturing simulation, create a physical prototype of the juicer via injection molding, create DVP&R and perform rapid iterative prototyping of the mold and the juicer, perform tolerance analysis and create drawings of the final model with BOM and GD&T for manufacturing, conduct physical testing of the model, while sipping on the lemonade that you made for yourself, conduct market analysis for gauging supply vs demand, start batch production of the final model, create such a brand identity that whenever life gives someone lemons, YOUR lemon juicer is the one they think of and buy!

    Link to the Original Model that I improved upon: https://www.thingiverse.com/thing:1058165 (All credits to the original creator. No copyright infringement intended.)

    STL File

    Soft Robotic Jaw Force Sensor for Medical Applications

  • Conceptualized and modeled a novel, low-cost, human-centered design of a piezo sensor assembly to detect early onset of TMJ disorder
  • Conducted a non-linear, time-dependent structural analysis of the hyperelastic EcoFlex 00-10 sensor assembly using Ansys Workbench
  • Used SolidWorks for DFAM of silicone elastomer casting mold, followed by testing and calibration of prototype using Arduino IDE
  • Jaw Force Sensor Demo Video
    Jaw Force Sensor Presentation
    Final Report

    Thermal Management of Electronics and Data Centers

  • Reviewed conventional technologies for cooling of electronics such as heat exchangers, heat sinks and thermal interface materials
  • Explained the use of functional materials in advanced cooling technologies such as heat pipes, vapor chambers and thermosiphons
  • Reviewed data center cooling processes and HVAC guidelines for room temperature and relative humidity as per ASHRAE TC 9.9
  • Thermal Management of Electronics and Data Centers Presentation
    Final Report

    Wearable Inertial Measurement Unit (IMU) Shoe for Gait Analysis

  • Invented and designed an ergonomic, dynamic foot gripping assembly to solve shoelace accessibility problems for people with disabilities
  • Performed an additive manufacturing simulation and a static structural analysis for the assembly using Ansys Workbench
  • Led a team of 4 to prototype a high-quality shoe with an IMU housing, modeled with parametric design curves using SolidWorks; created a scalable solution using New Product Introduction (NPI) process to accommodate different foot shapes and sizes
  • Presentation
    Final Report
    Assembly Demo Video

    Mechanical Behavior of Fiber Reinforced Composites

  • Designed a matrix and reinforcement assembly using SolidWorks to simulate the effect of using combinations of metals/ceramic/polymer/composite materials with different elastic properties as both fiber and matrix
  • Modeled the elastic properties of Epoxy, eGlass, Aluminum, and Steel 355 using MATLAB
  • Performed an additive manufacturing simulation for the assembly using Ansys Workbench
  • Conducted a non-linear, time-dependent structural analysis of the additively manufactured assembly using Abaqus CAE
  • Mechanical Behavior of Fiber Reinforced Composites Presentation

    On-site Repair Application of Additive Manufacturing

  • Modeled the properties of Structural Steel, Titanium Alloy, and Polyethylene on each of the 3 provided geometry variants (with defect, without defect, and repaired using additive manufacturing) of a bracket for pump application on Ansys Workbench
  • Conducted static structural analysis of the 3 variants of the bracket with adaptive sizing mesh, using Ansys Workbench
  • Conducted a transient thermal analysis for the repaired bracket via 'Element Birth and Death' technique using Ansys Workbench to perform an wire-arc additive manufacturing or DED (Directed Energy Deposition) simulation
  • Concluded on the best material and feasibility of additively manufactured repair for the specific pump application with the given loading conditions, on comparison of results for von Mises stress, deformation, normal stress and the factor of safety
  • Simulated the bracket for minor changes in the load magnitude for obtaining the optimum factor of safety value between 1 and 5, using the parametric simulation strategy
  • On-site Repair Application of Additive Manufacturing Report

    Underwater Propulsion System Using Piezoelectric Actuator

  • Designed and prototyped a compact robotic fish with a solid-state piezo-fan as its tail for propulsion, using SolidWorks for modeling
  • Used COMSOL Multiphysics to simulate and analyze inverse piezoelectric effect, and Ansys Workbench and Fluent for CFD simulation
  • Fabricated the fish body with PLA, using FDM after additive manufacturing simulation on Ansys Workbench
  • Performed an IPX7 waterproofing test using commercially available silicone sealant
  • Piezo Fish Presentation

    Power Optimization for a Wind Turbine

  • Formulated an initial optimization problem based on a simplified version of Blade Element Momentum Theory and certain assumptions for axial induction factor, drag coefficient, etc.
  • Used MATLAB’s Optimization Toolbox to solve the multi-objective function with constraints for a corrected model
  • Achieved an optimal value of power coefficient dependent on twist angle and chord length using Pareto Analysis
  • Final Report

    Production Planning, Control and Management in Flexible Manufacturing Systems (FMS)

  • Reviewed the Manufacturing Planning and Control Systems (MPCS) Decision Hierarchy and explained its various levels
  • Explained the advancements in control systems for scheduling and material handling in an FMS
  • Studied the management practices of a card manufacturing company that implemented an FMS to determine productivity
  • Drafted a comprehensive report on all the findings
  • Final Report

    Design and Analysis of Gun Recoil Control System for an Unmanned Aerial Vehicle

  • Implemented and optimized high precision motion control algorithms for drone stability using Arduino; enhanced target accuracy by 24%
  • Drafted mechanical drawings with GD&T ASME Y14.5, BOM and tolerance analysis, and defined project timelines using Gantt Charts
  • Drafted DFMEA, Designed for Manufacturability, and analyzed components using SolidWorks and ANSYS Workbench
  • Worked with PLA to model and prototype a drone which reduced weight and increased biodegradability as compared to ABS
  • Performed FEA Analysis of the drone’s arms and achieved a maximum deflection of 0.15 mm for a load of 2.6kN
  • Secured 4th position at the college project exhibition, INNOVEX
  • Poster Presentation

    Design and Manufacturing of a Go Kart

  • Worked cross functionally in a team of 25 for fabrication of the chassis for the go-kart
  • Designed and analyzed components using SolidWorks and ANSYS Workbench for assembly and manufacturing
  • Manufactured components using applicable processes including traditional lathe machine as well as CNC machining
  • Reduced cost incurred in material change by retrofitting existing production process to accept new material
  • Negotiated with local vendors to procure high strength and low weight materials at the lowest cost based on market value comparison with 100% execution within budget
  • Design and Manufacturing of Student Formula Race Car

  • Managed a team of 30 and worked cross functionally as Team Leader & Chief designer of Transmission and Suspension system.
  • Drafted DFMEA, DVP, mechanical drawings with GD&T (ASME Y14.5), and BOM
  • Designed and analyzed components using SolidWorks, ANSYS Workbench and Lotus Shark for assembly and manufacturing
  • Designed and fabricated nose cone and body trim using fiberglass-epoxy resin composite; reduced part weight by 44%
  • Used rubber-dipping technique on steering wheel using plastisol to increase grip, provide insulation and improve aesthetics
  • Fabricated ergonomic seat by bonding and stapling PU leather; padded with high density polyurethane foam to increase durability
  • Manufactured components using applicable processes including traditional lathe machine as well as CNC machining
  • Woodworking: Jewelry Box

  • Repurposed a scrap block of Walnut wood to create a pocket-sized sleek jewelry box without mechanical hinges
  • Used vertical band saw and scroll saw to precisely divide the block into two with equal dimensions
  • Used belt sander and orbital sander to plane and smoothen the surfaces without using a planer machine
  • Constructed a custom jig for the plunge base router to create identical recesses for storage in both wooden blocks
  • Constructed a custom fixture for the router to create identical grooves in the blocks to open the box
  • Used drill press to create inserts for neodymium magnets to close the box
  • Used wood staining and polyurethane coating techniques in succession to accentuate and preserve aesthetics
  • Created a durable hinge using a combination of card paper, fabric and wood glue
  • Made a friend very happy!
  • Design of Centrifugal Pump for Domestic Application

  • Designed the suction and delivery pipes for actual discharge of 50 meters3/hour with a manometric head of 50 meters
  • Calculated the motor power and based on the results selected the most economic pump from supplier catalogue
  • Designed and analyzed components using SolidWorks and ANSYS Workbench for the results obtained from the calculations