Prateek Gupta
GenAI Developer @TCS| Python | Machine Learning| DSA | NLP l GenAI
- Role
- System Engineer at Tata Consultancy Services
- Location
- Pune, MH, IN
- LinkedIn followers
- 500 followers
About Prateek Gupta
Educational Background:Bachelor of Engineering in Information TechnologyStrong foundation in Machine Learning, Data Structures and Algorithms, Database Management Systems, Object-Oriented Programming, Deep Learning, Operating Systems, and various statistical techniques.Professional Experience:Data Science Intern at Afame TechnologiesEngaged in continuous learning and hands-on projects to solidify understanding of data science fundamentals.Key Projects:Heart Disease Prediction Model:Utilized machine learning techniques: Logistic Regression, KNN, Random Forest, Naïve Bayes, SVMPerformed thorough data preprocessing, feature selection, and model trainingDemonstrated strong analytical skills through exploratory data analysis, visualizations, and accurate model evaluationsChurn Modelling Using Deep Learning (ANN):Developed accurate and efficient churn prediction model using Artificial Neural Networks (ANN)Performed feature engineering to extract meaningful insightsFine-tuned hyperparameters to enhance model accuracy and prevent overfittingBusiness Transaction Fraud Detection:Suggested methods for enhancing detection rates, including increasing sample size and exploring deep learning algorithmsTechnical Proficiency:Programming Languages: C++, PythonDatabases: MySQL, SQLiteFrameworks and Libraries: Django, NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, NLTK, Seaborn, GensimSkills:Machine LearningDeep LearningData Structures and AlgorithmsDatabase Management SystemsObject-Oriented ProgrammingStatistical Analysis: Descriptive Analysis, Inferential AnalysisPassion and Commitment:Passionate about using data-driven approaches to solve real-world problemsCommitted to continuous learning and professional growth in the evolving field of data scienceProfessional Objective:Eager to apply strong technical skills and practical experience to tackle complex challenges in data science and contribute to innovative solutions.
Experience
System Engineer
Jan 2025 — Present · Pune, IN
Education
Institute of Engineering & Technology DAVV, Indore
Bachelor of Technology - BTech
2020 — 2024
Delhi Public School - India
12th Standard
2018 — 2019
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