Machine Learning Data Science
Resume:
VINAY DARAM
Developer Engineer
portafolio.com
Denton,Texas
R ************@*****.***
github.com/vinay2132
/in/daram-vinay
TECHNICAL SKILLS
Data Analytics Algorithms
Regression Modelling, K-Mean, KNN, Decision Tree, Naïve Bayes, Random Forests Software
Mathematical Software includes MATLAB, SAS, Tableau, TensorFlow, MySQL, Excel, Power BI Deep Learning
Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Supervised Learning Programming Languages
Python, C++, R, Java for Data Acquisition, Exploratory Data Analysis and Forecasting, Data Mining, and Machine Learning, MuleSoft, Salesforce’s, microservices architecture, Node.js Project Management
Agile, DevOps, experienced in continuous integration and delivery (CI/CD) pipelines. Backend Technologies
Proficient in Java, Python, RESTful APIs, Spring Boot, docker, Kubernetes, Gradle, Xampp. Frontend Technologies
HTML, CSS, JavaScript frameworks (React, Angular)
Business Intelligence Tools
SQL, Power BI, SAP, Tableau, Business Objects
Certifications
Data Science Masters (Excelr), Angularjs to develop web apps faster (Brain o Vision), Python 101 for Data Science (Cognitive Class ai)
Technologies/Framework
Linux, TensorFlow, NumPy, R for Statistical Analysis, Pandas PROJECTS EXPERIENCE
3/2021 - 5/2021 E-portal for marketing (Web App) github.com links
• This empowered small and medium-scale entrepreneurs, which increased 40% client engagement and a rise of around 27% in sales conversions.
• Used HTML, CSS, JavaScript, PHP, and SQL which helps us to develop a robust web platform with an uptime of 99.9% and a site performance of 30% improvement. HTML, CSS, JS, TS / SQL, PHP, Web Hosting
8/2021 - 9/2021 Digital Impressions Portfolio (Web App)
• Designed a digital portal using HTML and CSS, with a user engagement of 35% and 25% load time im- provement.
• JavaScript was used to enhance interaction, which led to a 100% increase in user retention and a 30% improvement in total site performance.
HTML, CSS, JS
9/2021 - 10/2021 Calculator using Android Studio (Android App)
• Using Java and Mxparser, an Android calculator was created, resulting in a 40% increase in performance and a 20% decrease in app size.
• Increases app responsiveness by 30%, which enhances user experience. Mobile Application Development / Java, Mxparser
3/2023 - 5/2023 Fetal distress via cardiotocography (Machine Learning) github.com links
• Random Forest was used to analyze 2,126 fetal cardiotocography records to classify the fetal status into normal, suspect, and pathological categories with an accuracy rate of almost 95%.
• Created a user-friendly Flask web interface that is connected with the model and allows medical practi- tioners to enter data and get forecasts of fetal distress in real time. HTML, CSS / Python, Machine Learning, Flask, Pickle 10/2023 - 11/2023 Adult Census Income (Tableau) drive.google.com links
• Cleaned over 32,000 records from the Adult Census Income dataset using Tableau Prep, addressing missing values and outliers.
• Outline a Tableau dashboard with 10+ visualizations to analyze income trends across 14 demographic variables.
Tableau Prep, Tableau Desktop, Kaggle
3/2024 - 5/2023 Deep Learning Approach for Gender and Age Prediction Using CNN (Deep Learning) github.com links
• Used a CNN-based deep learning model in Python to estimate age and gender from facial photos. The model achieved 90% accuracy in age prediction and an MAE of 6.5 years in gender classification.
• Over 30 training epochs, the model’s performance on the UTKFace dataset was optimized. Python, CNN, TensorFlow, Pandas, Matplotlib, OpenCV / UTKFace Dataset 3/2024 - 5/2023 Open-source AI dubbing for multilingual video translation and voiceovers. (AI-based) github.com links
• Created an AI-driven dubbing platform with cutting-edge machine learning models, which reduced mul- tilingual video translation costs by up to 30%.
• Supported more than six languages, enhancing international communication and accessibility for local- ized content.
Whisper ASR, Spacy, PyDub, MoviePy / Text-to-Speech API, Translate API, GCP EDUCATION
12/2024 University of North Texas - Masters in Science, Data Science Masters Relevent Coursework: Deep Learning, Usability, Analytics 1, Machine learning. GPA: 3.5/4 08/2021 TKR College of Engineering and Technology - B.Tech in CSE Bachelors Relevent Coursework: Software Engineering, Operating Systems, Databases, Algorithms. GPA: 3.2/4 WORK EXPERIENCE
11/2021 – 1/2023 Loyalty Juggernaut India Private Limited - Product Engineer Full Time
• Engineered responsive UI components with HTML, CSS, Angular, React, and TypeScript, achieving a 30% reduction in development time and a 65% increase in front-end performance.
• Optimized cross-browser compatibility by 10% and accessibility by 17% resulting in a 35% increase in user satisfaction and a 15% boost in customer retention. HTML, CSS, JS, TS / Angular, React
1/2021 – 10/2021 Cognizant - Programmer Analyst Trainee Internship
• Executed an intensive internship focused on web development, achieving a 75% improvement in coding efficiency using HTML, CSS, JavaScript, and TypeScript/Java.
• Accomplished 100% of training modules, facilitating integration into project assignments and contributing to a 25% increase in team productivity.
HTML, CSS, JS, TS / Java
7/2020 – 12/2020 Robokalam - Full Stack Developer Internship
• Coordinated the team to complete the project 100% on schedule, with a 60% reduction in communication gaps and a 15% increase in project efficiency.
• Developed online applications with HTML, CSS, JavaScript, SQL, and PHP; resulting in a 30% improvement in code quality and a 25% decrease in loading times. HTML, CSS, JS / SQL, PHP
2/2020 – 6/2020 Codeproofs - Full Stack Developer Internship
• Utilized PHP, Java, SQL, and MongoDB to enhance backend development, optimizing large-scale data processing by 20%.
• Resolved render issues, improving system responsiveness by 25% and elevating user satisfaction. HTML, CSS, JS / SQL, PHP, MongoDB, Java
11/2019 – 1/2020 Global Counter Terrorism Council - WordPress Developer Internship
• Collaborated with the GCTC team to improve the functionality and performance of websites by utilizing WordPress and other web technologies.
• Participated in webinars, actively debating upcoming trends and feature subjects with business leaders to spur innovation.
HTML, CSS, JS, XML / WordPress, SQL.
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