Deepa S. Email & Phone Number

Building on 14 years of experience in electrical engineering at L&T, I recently expanded my expertise by completing diplomas in Programming and Data Science from IIT Madras. Currently pursuing a Bachelor's degree in Programming & Data Science. I am combining my engineering foundation with the evolving fields of Data Science and AI to develop impactful business solutions.Highlights of My Academic Journey:--Diploma in Data Science:Topics covered:Business Data Management, Business Analytics, Data Science Tools, and Machine LearningCapstone Project 1: Business Data Management:Analyzed a real-world business by interacting with the owner, identifying challenges, gathering data, and performing exploratory data analysis (EDA). Based on the analysis, I provided actionable recommendations to optimize operations and improve performance.Project 2: Machine Learning Practice:Problem Statement: Predicting Bank Telemarketing Success (Kaggle platform)Steps:Data loading, EDA, & visualizationData preprocessing (Encoding, Scaling, Imputation, Pipeline, ColumnTransformer, etc.)Built baseline model (Logistic Regression) and experimented with Random Forest, Decision Tree, XGBoost, etc.Model improvement: Hyperparameter tuning, cross-validation, & ensemble methodsModel evaluation & predictions on the test dataset--Diploma in Programming:Topics covered:Database Management Systems (PostgreSQL), Data Structures & Algorithms, System Commands, Java ProgrammingProject 3: Application Development I:Built a multi-user music streaming app with Role-Based Access System (RBAS), song management, playlist creation, and more.Technologies Used: Flask, Jinja2, HTML, CSS, SQLiteProject 4: Application Development II:Developed an advanced multi-user music streaming web application with token-based authentication and asynchronous task execution.Technologies Used: Flask, Vue.js, Flask-SQLAlchemy, Flask-Security, Redis, CeleryFoundation Level:Proficiency in Python, Mathematics, and Statistics for Data ScienceCorporate Experience:In my previous roles at L&T, including Solution/Project Engineer, Proposal Specialist, and System Migration Expert, I honed my project management, critical thinking, and problem-solving skills. These roles strengthened my ability to drive successful outcomes and contribute to business growth.Goal:My ambition is to leverage my combined expertise in engineering and data science to create impactful business solutions while continuing to learn and grow in this dynamic field.#DataSciences #MachineLearning #Data-DrivenDecisionMaking