Harshith Kalyan Pesala

Recent Computer Science graduate with a solid foundation in programming languages such as Java, C, C++, and Python. Aspiring Software Tester skilled in JMeter Tool concepts, dedicated to ensuring high software quality and performance. A commitment to continuous learning drives professional growth within the software testing arena.

Results-driven Trainee Manual Test Analyst with a strong history at Orange Data Cloud LLC, achieving a 20% increase in bug resolution efficiency through the application of Selenium, JMeter, and LoadRunner. Proficient in automation and performance testing, with advanced skills in Python and strategic test planning. Committed to leveraging technical expertise to enhance software quality and reliability.

REAL-TIME FACE MASK DETECTION USING CNN

Developed a machine learning-powered web application for real-time face mask detection, identifying whether a person is wearing a mask.

• Collected, cleaned, and processed 250,000+ data points from Kaggle and meteorological sources for enhanced model accuracy.
• Implemented Random Forest Regressor, SVM Regressor, and Logistic Regression, dynamically selecting the model with the lowest error rate for optimal predictions.
• Designed and developed a user-friendly web interface for seamless interaction, integrating real-time detection with backend AI algorithms.
• Tech Stack: Python, HTML, CSS, Machine Learning (CNN, OpenCV, TensorFlow/Keras).

 UNDERSTANDING DRUG TARGET DETECTION USING AI (Oct 2023)

Conducted research on AI-driven drug target identification, focusing on selecting optimal molecular targets for drug development to enhance efficacy and safety.

• Explored machine learning and deep learning approaches for predicting drug-target interactions.
• Analyzed biomedical datasets to understand key factors influencing target selection.
• Compiled findings into a research paper, presenting insights into AI's role in pharmaceutical advancements.
• Tech Stack: Research Paper, Term Paper.

• Certified Advanced RPA Professional – Automation Anywhere
• AI-900: Microsoft Azure AI Fundamentals

Quarter-Finalist of ServiceNow Learnathon 2023 – ServiceNow