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Click here or scroll down to respond to this candidateCandidate's Name
USA PHONE NUMBER AVAILABLE EMAIL AVAILABLE LINKEDIN LINK AVAILABLE EXPERIENCEGeorge Mason University Graduate Teaching Assistant VA, USA January 2023 - Present Instructed 100+ students in Data Mining and Database Management courses, provided constructive feedback, executed detailed grading, and identified areas for enhancement, resulting in improved class performance Directed the completion of 30+ student projects, providing strategic guidance and organizational oversight, which resulted in a 15% increase in project quality scoresIBM Data Scientist Full Time Bangalore, India September 2020 - June 2022 Constructed efficient data pipelines using Apache Airflow, Python, and PySpark for seamless ETL of raw sensor data, ensuring accurate and timely data availability for critical analysis at Mercedes Benz R&D India Developed large-scale Autonomous Vehicle Sensor Data Analysis Toolbox containing 40+ applications, enabling continuous data mining and analysis of terabytes of sensor data from test drives at 50Hz frequency Collaborated with cross-functional teams in defining and transforming data-driven system validation use cases into scalable toolbox algorithms, designed database schema to store analysis results, and created 10+ interactive Tableau dashboards to present KPIs Designed event (system failures, critical maneuvers) detection templates, streamlining development workflows and reducing delivery time by 50% Recognized with the "Best GBS Associate Award" for outstanding performance during H1 2021IBM Data Scientist Intern Full Time Bangalore, India January 2020 - June 2020 Utilized ML (supervised learning) and DL (LSTM) models built in TensorFlow in identifying non-compliant clauses within legal contracts with 95% accuracy, reducing legal team workload Created a Watson Assistant chatbot for ICMR on IBM cloud, delivering critical COVID updates and essential resources to over 5000 staff during the pandemic, leading to improved adherence to safety guidelines Deployed real-time recommendation API using IBM Cloud functions integrated with Chatbot to personalize user interaction and implemented report generator on chatbot performance, reducing chatbot evaluation time by 30%PROJECTSUsed Car Price Prediction August 2023 - December 2023 Spearheaded a comprehensive project for predicting used car prices using PySpark's MLlib, efficiently processing a large and complex dataset, fine-tuned model performance achieving a 90% R2 coefficient Showcased adept use of PySpark, employing parallel processing for effective management of large datasetsStudent Feedback Microservices System August 2023 - December 2023 Developed and deployed a full-stack web app with Java Spring Boot microservices for efficient API calls, utilizing JPA, integrated with Amazon RDS/MySQL for robust CRUD operations Orchestrated Docker containerization and Kubernetes deployment via Rancher on AWS EC2, established a CI/CD pipeline with GitHub and Jenkins for automated build and deployment reducing development time by 75%Credit Card Fraud Detection January 2023 - May 2023 Led a research project to prevent credit card fraud using supervised learning methods(Random Forest, XGBoost) Elevated model performance by an increase of 6% recall, 3% AUC score, and minimizing fraud losses through iterative experimentation and effective data balancing techniques like SMOTE, TomekLinks SKILLSLanguages / Databases: Python, Java, C, MySQL, PostgreSQL Tools / Software: GitHub, Tableau, Power BI, Databricks, Jenkins, Docker, Jira, PyCharm, Jupyter Frameworks: Apache Spark (Pyspark, Spark SQL), Hadoop, Django, Flask, DASK TensorFlow, Keras, Pandas, NumPy, Sklearn, NLTK, Matplotlib Data Science / Algorithms: Regression, Classification, Clustering, Deep Learning, Natural Language Processing (NLP), Statistics, Data Processing, Data Mining, Data Analytics Web Technologies: HTML, CSS, Bootstrap, jQuery Cloud: Amazon Web Services(AWS), SageMaker, Microsoft Azure Other Skills: Data Visualization, Data Modeling, Agile Project Management, Object-oriented programming, Data Structures, DebuggingEDUCATIONMaster of Science in Computer Science George Mason University, VA, USA CGPA - 3.96 August 2022 - May 2024Bachelor of Technology in Computer Science NIIT University, India CGPA - 3.86 June 2016 - July 2020CERTIFICATIONS / PUBLICATIONS IBM AI Associate Data Scientist June 2021 Microsoft Certified Azure and AI Fundamentals April 2021 AWS Certified Machine Learning - Specialty January 2021 Application of Image Processing in E-Commerce, Journal, IJEAT December 2019 |
