Pansy Helmy

Zewail City

• Deep Learning ProjectFreelance / Project

  Feb 2023 - May 2023 -3 months

  • Job Details:- Compared results of different versions of YOLO in the number of detected items and the time taken for detection on a video of 4 seconds in length. - Developed a Face Recognition System Using FaceNet to extract the embedding. - Implemented image denoising using convulsional autoencoders, and a simple RNN, and GRU model for temperature prediction.
• Optimization ProjectFreelance / Project

  Nov 2022 - Dec 2022 -1 month

  • Job Details:- Used the interior point method to optimize PID gains for inverted pendulum and aircraft model. - Implemented the revised simplex, central path interior point, 1D minimization algorithms (Fibonanni, Golden ratio), and unconstrained nonlinear optimization (Fletcher-Reeves Method) using MATLAB.
• Machine Learning ProjectFreelance / Project

  Oct 2022 - Dec 2022 -2 months

  • Job Details:- Made neural network with OOP for forward and backward propagation with linear layers and activation functions as sigmoid, and applied it to IRIS and MNIST data sets. - Implemented Linear regression, SVM, and Bayesian classifiers from scratch and compared them with built-in functions on MNIST data set.
• Data Structures ProjectFreelance / Project

  Nov 2021 - Jan 2022 -2 months

  • Job Details:- Made a prototype for a shipping company to receive and deliver cargo using OOP, and various data structures such as linked lists, stacks, and priority queues.
• C++ projectFreelance / Project

  Apr 2019 - May 2019 -1 month

  • Job Details:- Created a replica of the pinball game using SFML library where OOP was implemented and set up the motion of various elements as the ball, walls, and flippers using classical equations of motion.