Harshitha Sudhakar Email & Phone Number

• As a Committer, I actively participate in project discussions, providing valuable feedback and suggestions that influence architectural and design improvements. This fosters a collaborative and innovative project environment.• Conducted thorough reviews of numerous pull requests, championing code quality and best practices.• Actively participated in feature development, shaping EventMesh's future.• Contributed to related sub-projects (EventMesh Go & Workflow), showcasing open-source versatility.

• Acted as a key contributor to EventMesh, a popular serverless platform for building distributed event-driven applications.• Resolved and closed 45+ issues, demonstrating strong problem-solving skills and addressing user needs for enhancements.• Ranked a remarkable 19th out of 338 contributors based on code commits, highlighting exceptional commitment and dedication.

• Feature enhancements, bug fixes, code refactoring, enhanced documentations• Integrated additional classifiers into the preprocessing pipeline to enable users to compare results across different models more easily.• Optimized data handling processes to reduce preprocessing time and resource usage.• Performed benchmarking to demonstrate the improvements in preprocessing speed and classifier performance.

Amaravathi Mandal, Andhra Pradesh, India

Chennai, Tamil Nadu, India

• Engineered Advanced Radio-Frequency Signal Detection Model: Leveraged sophisticated signal processing techniques, including FFT analysis, to design and implement a model for real-time detection Radio-Frequency waves.• Comprehensive Data Preprocessing Pipeline: Developed an extensive preprocessing pipeline featuring advanced cleaning, visualization, feature engineering, and statistical modeling to ensure optimal machine learning performance.• Robust Classifier Development: Created and fine-tuned classifiers such as Random Forest and SVM, evaluated rigorously with precision, recall, F1 score, accuracy, confusion matrices, and cross-validation techniques.• Impact on Defense Applications: Enabled enhanced signal intelligence (SIGINT) capabilities, allowing for real-time interpretation of RF waveforms. This innovation improved spectrum management and operational decision-making in defense contexts.

Amaravathi, Andhra Pradesh, India

Bachelor Of Computer Science

Education record

High School Diploma, Computer Science