Harsh Vyas Email & Phone Number

Kitchener, On, Ca

United States

India

📊 Data Science Intern | IETEI'm thrilled to share my enriching experience as a Data Science Intern at IETE, where I delved into the realms of data preprocessing and modeling using supervised learning algorithms. 🚀Data Preprocessing:🎯 Objective: Executed data preprocessing using Python 3 within Google Colab, leveraging libraries like NumPy, Pandas, Sklearn, matplotlib, and seaborn.🔍 Key Steps:Loaded data from diverse sources (CSV, Excel, databases, web APIs) using Pandas.Conducted Exploratory Data Analysis (EDA) for initial dataset understanding through summary statistics and visualizations.Implemented robust techniques to handle missing data and fill in values effectively.Engaged in feature engineering to create new features, transform existing ones, and encode categorical variables.Applied data scaling to standardize or normalize numerical features.Executed data splitting into training and testing sets for meticulous model performance evaluation.Supervised and Unsupervised Modeling and Evaluation:🎯 Objective: Contributed to the creation of a comprehensive Jupyter notebook covering supervised and unsupervised machine learning problems.🔍 Key Sections:Introduction:Set the stage for understanding the complexities of supervised and unsupervised machine learning.Supervised Learning:Implemented classification using various algorithms (Logistic Regression, Decision Tree, Random Forest, SVM, K-Nearest Neighbours, Naive Bayes).Executed regression with algorithms like Linear Regression, Support Vector Regressor, and Random Forest Regressor.Explored hyperparameter tuning through manual testing, RandimizedSearchCV, and GridSearchCV.Demonstrated the art of saving models using Pickle.Excited about the knowledge gained and looking forward to applying these skills in future data-driven endeavors. 🌐💻 #DataScience #InternshipExperience #MachineLearning #IETEInternship

India

🤖 Artificial Intelligence Intern | Bennett University | Summer Internship 2020Thrilled to have been part of Bennett University's cutting-edge AI initiative, leadingindia.ai, as an Artificial Intelligence Intern during the enriching Summer Internship of 2020.🚀 Project: 'Locomotive Activities in Robots' - Deep Reinforcement Learning:Collaborated with a dynamic team of three to focus on Reinforcement Learning, a subset of Artificial Intelligence.Developed and trained a simulated robot to autonomously learn locomotion gaits utilizing advanced Reinforcement Learning algorithms.🔍 Key Responsibilities and Achievements:Spearheaded the creation of innovative models aimed at enhancing locomotion activities in robots through the application of Deep Reinforcement Learning techniques.Worked extensively on the implementation and analysis of Reinforcement Learning algorithms, with a particular emphasis on TD3 (Twin Delayed DDPG) and SAC (Soft Actor-Critic) models.Conducted thorough assessments to analyze the accuracy and effectiveness of TD3 and SAC models in the context of locomotion tasks.🛠️ Technological Proficiency:Leveraged Python and deep learning frameworks, contributing to the successful training and implementation of advanced Reinforcement Learning models.📈 Outcome:Successfully trained simulated robots, demonstrating their ability to autonomously acquire locomotion gaits through the application of Reinforcement Learning.👉 GitHub Repository:Explore the comprehensive details of the project on my GitHub: https://github.com/HarshNVyas/Deep-Reinforcement-Learning-to-train-locomotation-activity-in-Robots.git🌐 Excited for Future Opportunities:Grateful for the invaluable experience gained at Bennett University and enthusiastic about applying these skills to future AI endeavors. Looking forward to continued growth in the dynamic field of Artificial Intelligence! #AIInternship #DeepLearning #ReinforcementLearning #BennettUniversity

Postgraduate Degree, Information Technology Business Analysis, 3.65 Gpa

Bachelor'S Of Engineering, Computer Science And Engineering, 9.07 Cgpa