HARSHA SAI VINAYAKA K

• A highly enthusiastic and detail-oriented fresher seeking an entry-level role in Data Science or Analytics, where I can leverage my skills in Python, SQL, Power BI, MS Office and foundational knowledge in Machine Learning to analyze data, generate insights and support data-driven business strategies.

River Quality Forecasting Using Machine Learning |Python, Flask, HTML, CSS [11/2023]

• Developed a machine learning model to predict river water quality (pH, turbidity, dissolved oxygen) using historical environmental data
• Preprocessed data with the Pandas, handled missing values, and performed exploratory data analysis (EDA) with Matplotlib and Seaborn
• Built and evaluated models (Linear Regression, Random Forest) using Scikit-Learn, optimizing performance with hyperparameter tuning and cross-validation. Provided actionable insights for better river quality management

Road Pothole Detection Using YOLO V8 |Python, Deep Learning, OpenCV 

[10/2024]

• Developed an automated system for road pothole detection using the YOLO V8 deep learning model
• Preprocessed dataset of road images and annotated potholes for training using OpenCV,
• I trained and fine-tuned the YOLO V8 model to detect and classify potholes in real-time road images, achieving high accuracy
• Implemented TensorFlow and Keras for model development, and used OpenCV for image processing and data augmentation
• Deployed the model for live pothole detection, improving road maintenance prediction accuracy, and reducing manual inspection efforts

AI and ML Externship Certificate [09/2023 - 11/2023]

• Completed a hands-on externship focused on real-world applications of artificial intelligence and machine learning using Python
• Worked on supervised and unsupervised learning techniques, including Linear Regression, K-Means Clustering, and Decision Trees
• Gained experience in data preprocessing, feature selection, and model evaluation using tools like Scikit-Learn, NumPy, and Pandas
• Built end-to-end ML models on real-world datasets, improving problem-solving and analytical skills

Web Development Intern Certificate [12/2023 - 02/2024]

• This certificate verifies that the individual has successfully completed a web development internship program, and it highlights their practical experience in [mention specific skills acquired, e.g., HTML, CSS, JavaScript, frameworks].
• The certificate can be used as a valuable asset when applying for web development positions or further education

Review System using Arduino Uno

• Designed, prototyped, and executed an interdisciplinary hardware model on the Atmega32 microcontroller, implementing real-time data uploading to a server using the Arduino UNO, which improved the feedback collection process in the Feedback System (Arduino UNO, Embedded Systems)

Garbage Monitoring System (Raspberry Pi, Embedded Systems)

• Developed a waste monitoring system using gas sensors, a Pi Camera, GPS tracking, and manual buttons, sending real-time alerts via Telegram, and enhancing operational efficiency in the Garbage Monitoring System

Otaku Heaven

• Active member of the Otaku Heaven Club, contributed to organizing anime screenings, cosplay contests, and themed quizzes
• Awarded Best Cosplay Performance during the college fest 2023 for character portrayal and stage presence

Volunteer at Vitopia 2024, VIT-AP University

• Assisted in event coordination, guest management, and logistics during one of the largest student cultural fests, contributing to the smooth execution of multi-day programs

• Travelling New Places
• Learning New Things
• Playing Cricket
• Business