My experiences as a Data Engineer at HFS IT and Data Science intern at SCAN and have exposed me to complex databases and using data to extract actionable insights. I co-founded a machine learning community, leading events focused on promoting collaboration and knowledge-sharing among enthusiasts and professionals alike. As someone who values diversity and inclusion and being an international student myself, I thrive on connecting with individuals from varied backgrounds and initiating meaningful conversations. My previous experience as a Girls Who Code Founder at my undergraduate institution has taught me to cultivate a welcoming environment that embraces race and equity concerns.Aside from being a good developer I can build deep and meaningful connections that gives me the unique ability to work with people from diverse cultures which I mainly learnt from my experience as a volunteer of National Service Scheme, a social service organization.Feel free to connect with me for networking, collaboration, or even just a casual chat. Together, let's unite our strengths and embark on an exciting journey of technology.
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Data AnalystFrontier PsychiatrySeattle, Wa, Us -
Data Science InternScan Jun 2024 - PresentUnited States● Building a multi label BERT model to categorize data based on HEDIS quality measures with information retrieval of medical keywords from clinical documents with 1000+ pages● Engineered prompts to summarize Electronic Medical Records (EMRs), creating a testing pipeline using Python, ROUGE, and BERT-score measure reducing summarization time by 40%● Led GenAI-based campaigns using enterprise GPT to streamline document processing for internal teams by splitting documents into sections and extracting federal policy changes● Analyzed patient metadata to develop interactive analytics dashboards from over 500,000 records to measure medical emergencies across healthcare facilities based on the location -
Data ScientistUniversity Of Washington Housing & Food Services Jun 2024 - Present● Automated conversion of XML files into Word documents using Python-based automation pipeline to streamline the creation of user manuals and reducing manual effort by 85%● Developing an LSTM-based model for time series forecasting to analyze 100k rows of restaurant data to make intelligent inventory and staffing decisions -
Data AnalystJio Aug 2022 - Jul 2023Mumbai, Maharashtra, India● Built 40+ interactive dashboards in Apache Superset, providing the eCommerce client with real-time insights on KPIs such as their daily website traffic from large datasets of around 600,000 rows, empowering them to identify high-performing pages● Optimized data loading efficiency by reducing loading time by 44% from 90 seconds to 50 seconds by indexing critical columns specifically focusing on date and region attributes which improved data retrieval and the overall system performance● Managed the Oracle database backend of an internal resource management tool and performed data manipulation operations to control resource access for 1000+ employees● Managed CI/CD pipelines to facilitate database deployment across four distinct environments, with the power of Azure and Kubernetes for enhanced automation and scalability -
Co-FounderTech Connect Sies Gst May 2021 - Aug 2022● As someone who values diversity and inclusion and being an international student myself, I thrive on connecting with individuals from varied backgrounds and initiating meaningful conversations● Collaborate with various teams to cultivate a welcoming environment that embraces race and equity concerns -
Product Design InternFynd (Shopsense Retail Technologies Ltd.) May 2022 - Jul 2022 -
Sr Robotics DeveloperTechnical Team Sies Gst Jun 2021 - Jul 2022● Integrated sensors and data collection modules into robotic systems using technologies such as Arduino resulting to store 50,000 rows of data● Achieving a 90% satisfaction rate based on post-event surveys while driving initiatives like constructing a college mascot, leveraging Arduino, Raspberry Pi, and various hardware components, demonstrating proficiency in hardware integration and project management. -
Jr Robotics DeveloperTechnical Team Sies Gst Jul 2020 - Jun 2021● Implemented and organized interactive events such as laser tag and robot soccer, engaging over 200 participants
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Machine Learning EngineerVsualthree60 Aug 2021 - Nov 2021● Researched object detection and data collection techniques for multi-label classifications of 5 classes with the same model● Implemented a fine-tuned YOLO v4 model in Python to recognize emotion, body posture, age, gender, and demographics achieving an overall accuracy of 94.2% -
Data Science Research AssistantSies Graduate School Of Technology Jun 2021 - Aug 2021● Employed NER techniques such as Bi-directional BERT and fine-tuned SpaCy model to recognize symptoms, diseases, and their treatments in over 5000 Electronic Medical Records (EMRs)● Analyzed the relationship between these entities for 3000 nodes using graph database Neo4j and predicted treatments based on symptoms -
Machine Learning EngineerThesmartbridge May 2020 - Jun 2020● Developed an Intelligent Customer Help Desk system leveraging Watson Assistant, Discovery, Cloud Function, and Node Red app on IBM Cloud, resulting in a 30% increase in customer query resolution efficiency.● Implemented Smart Document Understanding techniques within the system, leading to a 25% reduction in average handling time for customer inquiries.
Sanjana Kumar Education Details
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Cgpa : 9.45/10
Frequently Asked Questions about Sanjana Kumar
What company does Sanjana Kumar work for?
Sanjana Kumar works for Frontier Psychiatry
What is Sanjana Kumar's role at the current company?
Sanjana Kumar's current role is Data Analyst.
What schools did Sanjana Kumar attend?
Sanjana Kumar attended University Of Washington, Sies Graduate School Of Technology.
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Sanjana Kumar
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Sanjana Kumar
Santa Clara, Ca2att.com, att.eu -
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