As a Master of Science candidate at Purdue University Fort Wayne, I am currently honing my expertise in Computer Science with a focus on machine learning and data science. In parallel, my role as a Data Science Intern at developerDB has allowed me to leverage Python and AI to significantly enhance data processing and candidate matching processes. My competencies lie in OpenAI products, Generative AI, and the BERT language model, which have been instrumental in my recent achievements.At developerDB, our team has automated and optimized large dataset management, resulting in a dramatic 40% improvement in processing time. My contributions include deploying advanced classification and prediction models that have elevated candidate matching accuracy by 35%. These efforts, grounded in both data science and AI, reflect my commitment to continuous improvement and align with our organization's goal of using technology to create more efficient recruitment solutions.
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Software DeveloperAudemyUnited States
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Data Science InternDeveloperdb Aug 2024 - PresentUnited States● Automated the parsing and cleaning of large datasets for both production and training, improving the overall processing time by 40% using Python, Pandas, and custom-built data pipelines. ● Developed keys and libraries for classification and tagging, streamlining the categorization process for over 40 million candidates using Python and natural language processing techniques by 40%.● Engineered classification, prediction, and recommendation models to rank technical skills, predict job attrition likelihood, and estimate salary requirements, improving the candidate matching accuracy by 35%. ● Automated the candidate outreach process by leveraging OpenAI to craft personalized, compelling messages using proprietary candidate data, increasing candidate response rates by 25%. -
Internation Student Orientation LeaderPurdue University Fort Wayne Sep 2023 - PresentFort Wayne, Indiana, United States● Assist the international office during orientation week, ensuring smooth operations and a welcoming environment.● Help new international students settle into their new environment, providing essential support and information.● Conducted campus tours to familiarize students with key locations and facilities.● Addressed students' concerns and provided guidance to help them adjust to their new surroundings. -
Software DeveloperEnquero Aug 2021 - Nov 2022Bangalore Urban, Karnataka, India● Developed a chatbot to assist users in navigation across an internal application, increasing user engagement by 15% using the RASA framework with Natural language Understanding (NLU) and Python. ● Streamlined the process of data scraping and data wrangling to train the RASA chatbot reducing data collection time by 70% using Pandas, Numpy and BeautifulSoup. ● Engineered and deployed a thread-pool system to enhance customer request handling and execution efficiency by 40% using Java’s ThreadPoolExecutor for a multi-tenant platform. -
Machine Learning InternOpteamix India Business Solutions Private Limited Jan 2020 - Feb 2020Bengaluru Area, India● Trained a machine learning framework for advanced facial recognition, enabling precise identification and tracking capabilities by 60% by integrating OpenCV’s Haar-Cascade Classifier. ● Fine-tuned the Classifier to recognize the organization's employees by extracting employee images from LDAP, using Python and OpenCV for image dataset processing and image wrangling. ● Re-trained Convolutional Neural Network (CNN) for emotional analysis, enhancing business capacity to improve employee well-being, positively impacting organizational health, by 30%, using TensorFlow.
Prajwala Shambulingappa Education Details
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Computer Science
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Electrical, Electronics And Communications Engineering
Frequently Asked Questions about Prajwala Shambulingappa
What company does Prajwala Shambulingappa work for?
Prajwala Shambulingappa works for Audemy
What is Prajwala Shambulingappa's role at the current company?
Prajwala Shambulingappa's current role is Software Developer.
What schools did Prajwala Shambulingappa attend?
Prajwala Shambulingappa attended Purdue University Fort Wayne, Nitte Meenakshi Institute Of Technology.
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