Bridging the Sim-to-Real Gap for Quadruped Robots Using Residual Learning and Automated Data Collection
2026
Developing an automated pipeline for synchronized data collection on simulated and real quadruped robots. Designing excitation-based experiments for actuator identification and coupling analysis. Implementing high-frequency joint-level control and replay pipelines for the Unitree Go2. Training residual neural networks to model actuator and dynamics discrepancies between simulation and hardware. Investigating joint coupling effects using spectral and frequency-domain analysis. Integrating learned residual models into IsaacLab for sim-to-real transfer improvement.
Robotics
Automated Robot Data Collection and Evaluation Pipeline
2026
Developed automated workflows for synchronized simulation and hardware experiments. Implemented replay-based control pipelines for IsaacLab and Unitree Go2 robots. Designed structured logging, preprocessing, validation, and dataset generation tools. Built experiment management utilities for excitation testing and coupling analysis.
Personal Project
Job Application Manager
2025
Easily manage all job positions you have applied for or are going to apply for.
Personal Project
Personal Budget Manager
2025
Track earnings, costs, and savings with clear, no-nonsense dashboards.
Personal Project
Screen Time Counter
2025
Chrome extension that records how long you stay on distracting sites and warns you when you reach a limit.
Personal Project
This Personal Website
2025
A comprehensive portfolio website built with Next.js, featuring internationalization, dynamic project showcases, and a custom design system.
Personal Project
Website Crawler
2025
Search a domain for every page it hosts, and filter pages that contain a specific keyword (something search engines can't do yet).
Machine Learning
Automatic CNC Process Planning Using Generative AI
2025
This program accepts multiple input types: natural language, CAD outputs, and hybrid formats. Performs automatic feasibility analysis, optimization, safety checks, and generates structured step-by-step outputs.
Project Management
Planning to Launch an Online Insurance Portal
2025
Designed a comprehensive Agile-based project plan for an online insurance portal. Deliverables included project proposal, Business Model Canvas, scope statement, roadmap, sprint planning, and user stories.
Project Management
Planning a Podcast Production Project
2025
Planned the production of a 10-episode podcast, including budgeting, timeline creation, and resource allocation. Created project charter, scope statement, WBS, cost estimates, roadmap, time/resource management plans, and risk assessments.
Machine Learning
Fine-Tuning a PID Controller for a 27-DoF Panda Robot Using Bayesian Optimization
2025
Defined appropriate cost functions based on desired performance. Simulated the controller performance and evaluated results.
Autonomous Vehicles
Waypoint Navigation of TurtleBot3
2025
Implemented waypoint navigation for TurtleBot3 with image processing, obstacle avoidance, localization, path planning, and feedback control.
Autonomous Vehicles
Environment Mapping and Path Planning with TurtleBot3
2025
Mapped a wide area using ROS (GMapping), imported the map into MATLAB, and implemented localization, path planning, and feedback control.
Autonomous Vehicles
Robot Path Planning Algorithms
2025
Implemented and compared path planning algorithms including RRT, RRT*, Dijkstra, and A*.
Model Order Reduction
Reduced Modeling of a 2D Model Using POD-NN
2025
Simulated the unsteady thermal behavior of a 2D channel-bulk system using FEniCS by varying geometric and material parameters. Developed a non-intrusive POD-NN Reduced Order Model to significantly accelerate thermal simulations while preserving high accuracy. Exploited the ROM to perform an optimization balancing cooling efficiency and manufacturing cost based on material and geometry design.
Model Order Reduction
Efficient Simulation of Linear Elasticity Problems Using Model Order Reduction Techniques
2025
Simulated 3D linear elasticity problems and generated a dataset by varying material parameters using FEniCS. Developed a POD-Galerkin Reduced Order Model to improve computational efficiency while preserving high accuracy. Analyzed the relationship between material properties and maximum deformation using the ROM.
Data Analysis
Full Modal Analysis of a Metal Specimen
2024
Experimental Test, FEM Analysis, Modal Extraction, and Result Comparison.
Advanced Dynamics
Generating a FEM MATLAB Code to Analyze a Crane
2024
Generating FEM Code at MATLAB, Meshing, Modal Analysis, FEM Analysis, Modal Extraction, Result Comparison.
Bachelor of Science Thesis
Pitch Control of a Single Axis Plant Using a Fuzzy Gain Scheduling PID Controller
2022
Plant Modeling, Friction and Ground Effect Modeling, Optimization, and Evaluation. A Kalman Filter Was Used to Reduce the Effect of Noise and Parameter Estimation.
Design of High Lift Devices, Stability Analysis, Drag Estimation, Cabin Design, Wing Parameters Estimation, CFD Analysis of Wing Flow, Material Selection, Wing Structure Design, Cost Analysis. Based on the AIAA Graduated Aircraft Design RFP in 2020. Also, a 76-Seat Stretch Version of the 50-seat Aircraft Was Designed. Worked As a Group Leader of 7 Individuals.
Computer Aided Design
Modeling and FEM Analysis of Punch and Die
2021
Making Punch and Die in Solidworks Using MACROs, FEM Analysis Using Abaqus in Different Boundary Conditions.
Computer Aided Design
Counting Objects Using Image Processing
2021
All Software-Based Tasks Were Performed in MATLAB Image Processing Toolbox.
Computer Aided Design
Creating G-code for Roughing Cycle Using CATIA
2021
Modeling the Final Piece, Creating G-code for Roughing Cycle, and Making the Roughing Animation.
Market Analysis, Mission Analysis, Sensitivity Analysis, Performance Sizing, Configuration Design, Wing Design, Landing Gear Design, Empennage Design, Weight & Balance Estimation. Based on the AIAA Graduated Aircraft Design RFP in 2020. Also, a 76-seat Stretch Version of the 50-seat Aircraft Was Designed. Worked as a Group Leader of Seven Individuals.
Control System Laboratory
PID Control of a 6DOF Quadrotor
2020
Modeling the 6DOF Plant, Designing the PID Controller, Controller Implementation.
Machine Element Design 1
Shaft Design
2020
Static Analysis, Load Determination (Forces and Torques), Key Selection, Fatigue Analysis, Tolerance Limits Determination, Material Selection.
Aircraft Performance
Airline Management
2020
Market Analysis, Discover New Ways to Survive in the COVID-19 Situation, Fleet Selection, Route Selection.
Machine Design
Conceptual Design of Manual Single Punch Tablet Press Machine
2020
Market Analysis, Mechanism Design, Configuration Design. Worked in a Group of Three.
Strength of Materials
FEM Analysis of a 2D truss
2018
Modeling in AutoCad, FEM Analysis Using Abaqus, Comparison of Theoretical and FEM Solutions.
Introduction to Aerospace
Hand Launch Glider
2018
Design, manufacturing, and testing a hand-launched glider from scratch.