Preet Koshiya

Ich studiere KI an der Technischen Hochschule Deggendorf unter der Leitung von Prof. Patrick Glauner. Ich habe verschiedene neue Fächer gelernt, wie Algorithmen und Datenstruktur, KI-Projekte im Rahmen eines B-Plus-Unternehmens, Computer Vision, Computerlogik, Statistik und Projektmanagement. Ich liebe das Programmieren und komme gut mit der Programmiersprache Python zurecht.

ODD Recognition (2024) under Prof. Patrick Glauner

• Engineered an Odd Recognition model improving precision by 15% through advanced pre-processing techniques. 

• Utilized F1 score metrics for comprehensive model evaluation

• Achieving an accuracy of approximately 79.5% demonstrates the model’s effectiveness in distinguishing between different weather categories such as clear, rainy, snowy and foggy.

University Project Deggendorf, Bavaria Android App Development (Mar 2023 - Jun 2023)

• Developed and deployed a comprehensive cooking recipe app on Android. 

• Improved app performance by optimizing backend algorithms by 20%. 

Face Detection (Mar 2023 - Jul 2023) 

• Created a Python-based face recognition system using OpenCV and TensorFlow. 

• Implemented real-time facial recognition with an accuracy rate of 95%. 

Speech Recognition using Pydub Library (Oct 2022 - Feb 2023) 

• Built a speech-to-text converter with enhanced noise reduction capabilities. 

• Achieved a recognition accuracy of 90% in various acoustic environments. 

Data Exploration and Prediction for House Prices (Nov 2023 – Dec 2023) 

• Conducted extensive data analysis and modeling using Python libraries. 

• Predicted house prices with an R² score of 0.85. 

Data Analysis and Machine Learning Model of Water Analysis using Support Vector Classifier (Jan 2023) 

• Developed a classification model with an accuracy of 82% for water quality analysis. 

• Presented findings at the university's annual tech symposium.