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Click here or scroll down to respond to this candidateCandidate's Name
EMAIL AVAILABLE https://LINKEDIN LINK AVAILABLE Sharini-Street Address (github.com) Ph: (682)376-3088 EDUCATIONUniversity of Texas at Arlington, Texas Aug Street Address
Master of Science: Computer & Information Science (Data Science) Easwari Engineering College, Chennai, India Apr Street Address Bachelor of Technology: Information TechnologySKILLSBig data & Cloud : AWS, GCP, Azure (AutoML, Databricks), Spark, Hadoop, Kafka Programming : Python, R, HTML, CSS, Java, C#, MATLAB, Golang Data Engineering : SQL, Snowflake, HQL, Postgres, NoSQL Tools : Git, GitHub, Power BI, Tableau, ERP, JIRA, Agile Data skills : ETL, Unit tests, Data Quality (Pylint/Flake8/Pre-commit), SonarQube Analysis EXPERIENCEResearch Assistant at UTARI #ImageProcessing #MachineLearning #AI #ComputerVision Jan23 Aug23 Built a feral hog detection model to help North Texas farmers to prevent appr. $2.5 B crop damage every year. Automated end-to-end Machine Learning model deployment with CI/CD integration (Cloud build). Built a secured Fast API end point to upload unstructured video files to GCS to be picked up by a deep learning model to perform close to real-time drone (Unmanned Aerial Vehicle) detection for the US Air Force. Developed an Airflow DAG to pick images on a schedule at a golf club for precise golf pose correction by capturing body posture data which will be sent to the GCS storage bucket (Human motion tracking). An API endpoint which uses MediaPipe & Deep Learning gives feedback to the players on posture & swing mechanics. Research Assistant at University of Texas, Arlington #VersionControl #DataPipeline Aug22 Dec22 Worked under the Industrial & systems Engineering department to develop repositories and manage data for research. Built a Pipeline for end-to-end data transfer from snowflake to big query using GCP cloud function with pre-processing, feature engineering/selection. Used Pub/sub & gcloud scheduler to setup triggers. Performed Clustering & statistical analysis to find factors leading to risky sexual behavior risks using health care data. PROJECTSMarket Basket Analysis, #Transactional Data Analysis #Apriori Algorithm Analyzed transactional data to uncover associations and relationships between products purchased together. Implemented Apriori Algorithm to identify frequent item-sets & association rules for cross-selling and upselling strategies. NLP Speech Emotion Recognition for Autism children, #Social media data #NLP #HPC Built a ResNet-based neural network for audio classification and to predict emotions in autism children. HPC clusters were utilized for parallelized model training and computation. Advanced Distributed Search Algorithm, #Docker Deployment #Distributed System Engineered a robust distributed system using Go and Python for image retrieval from servers, encapsulated within Docker containers, enabling keyword-driven searches with immediate feedback run on multiple test cases. Lending Club Loan Default Prediction, #Predictive modeling #Algorithms #PowerBI Extracted, Pre-processed, and manipulated raw data (feature engineering) from Lending club website. Built Predictive Models like Logistic Elastic net, Random Forest & SVM using Py libraries like SciPy, NumPy etc. Created a user-friendly Power BI dashboard to check Loan default status. CERTIFICATIONSGoogle Data Analytics certification Computer Vision and Image tools certification Machine Learning Certification (Coursera) |
