Riya Desai

Data Scientist

Gainesville, FL 352-***-**** ad31j2@r.postjobfree.com

SUMMARY

● 3+ years of total Experience in both Agile and Waterfall methodologies, adapting seamlessly to project requirements.

● Using Anaconda, TensorFlow, Python, and SQL for diverse development projects.

● Efficiently work with Visual Studio Code, PyCharm, and Jupyter Notebook for streamlined development.

● Skilled in data analysis and visualization using NumPy, Pandas, Plotly, Matplotlib, Seaborn and SciPy.

● Applied machine learning techniques including PCA, Random Forest, Supervised/Unsupervised learning, Keras, and Scikit-Learn.

● Proficient in managing and querying using MySQL and SQL Server databases.

● Experience with cloud platforms such as AWS and Azure, leveraging their capabilities for scalable solutions.

● Strong soft skills including effective presentation, creative problem-solving, time management, leadership, and innovation.

● Expertise in version control using Git and Github for collaborative development. EDUCATION

Master of Science in Electrical and Computer Engineering University of Florida - Gainesville, FL Bachelor's in Electronic and Communications Engineering Manipal Academy of Higher Education - Dubai Campus - Dubai - UAE SKILLS

Methodologies: Agile, Waterfall

Frameworks & Language: Anaconda, TensorFlow, Python, SQL IDEs: Visual Studio Code, PyCharm, Jupyter Notebook Data Analysis and Visualization Packages: NumPy, Pandas, Plotly, Matplotlib, Seaborn, SciPy Machine learning: PCA, Random forest, Supervised and Unsupervised, Keras, Scikit-Learn Database: MySQL, SQL Server

Cloud Technologies: AWS, Azure

Soft skills: Presentation Skills, Problem-Solving, Time management, Leadership, Innovation Version control tools: Git and Github

Operating System: Windows, Linux

EXPERIENCE

Unum, FL Jan 2023 - Current

Data Scientist

● Implementing Supervised Learning algorithms to predict the engine performance based on select features using multivariate regressions.

● Performing data collection, cleaning, wrangling, analysis, and built machine learning models on datasets using Python Programming.

● Conducting comprehensive regression analysis in Python programming, focusing on various parameters associated with demand forecasting.

● Implementing neural networks using Keras and TensorFlow to detect tampering activity, enhancing security measures.

● Streamlining model deployment processes, reducing deployment time by 30%, and enabling faster integration of machine learning models into production.

● Contributing to the development of SQL queries and stored procedures on MySQL, ensuring efficient data retrieval and manipulation.

● Implementing and maintaining AWS S3 buckets to store, organize, and retrieve large datasets, ensuring optimal data accessibility. Spectrum WebApps, India (Remote Work) June 2019 - July 2021 Data Scientist

● Employed both Waterfall and Agile methodologies for software development projects.

● Utilized Anaconda Navigator to create, export, and manage data science environments.

● Using Python packages such as NumPy, Pandas, and Matplotlib to create graphs and reports, providing an overview of analytical models and results.

● Employed visualization tools like Microsoft Excel for data analysis and report generation.

● Designed and implemented data profiling, offering quality improvement solutions to analyze, cleanse, and consolidate data before loading.

● Conducted thorough evaluation and validation of machine learning models built with TensorFlow and Keras.

● Created and maintained sales reporting using MS Excel queries, SQL in MySQL, and MS Access.

● Conducted data cleaning, wrangling, and analysis, building machine learning models on datasets using Python.

● Good working knowledge in Git for version control and streamlined code sharing with team members, ensuring collaboration efficiency.

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