Sumit P. Email & Phone Number

San Francisco, Ca, Us

Seattle, Wa, Us

- Building Health-AI Chatbot using LLM for OneMedical and Amazon Health for multi-conversational health conversations- Developing integration project for Health Expedited Enrollment for OneMedical customers (Proxy service, AuthZ/AuthN, API Gateway- Developing centralized microservices to store & interoperate customer health data across all Amazon Health programs- Developing ambient home screen multi-modal experiences for Alexa enabled devices and working with high TPS RESTful services, asynchronous processing, HTTP and event driven protocols, and large scale distributed systems.

Seattle, Wa, Us

Designed/Developed systems include:- Full-stack data quality service to validate and measure the quality of data coming from Amazon Music’s data producers- Real time log search service using a Elasticsearch and Kibana stack, this reduced the operational and on-call work from one day to less than 5 mins.- AWS Redshift schema automation service to make changes to the schemas in our data warehouse, reduced overhead by 80%. - Distributed systems for capturing real time metrics and anomaly detection.- Real-time streaming and event redrive framework, supporting SQS, Kinesis, SNS, S3, etc. used for a variety of high TPS event processing tasks such as behavior and event analysis, and customer notification.- Spark Validation jobs for critical E2E datasets in Amazon Music.- AWS Lambda missing report tracker- End-to-end data pipelines and self-service tools using big data and ML/Data Science with AWS

Seattle, Wa, Us

- Worked on classifying Automatic Speech Recognition Errors in music requests on Amazon’s Alexa IoT devices.- Created classification algorithm to identify ASR being misinterpreted of their natural language understanding- Automated the process of identifying speech utterance errors by creating a pipeline for future improvement.

Bloomington, Illinois, Us

Social Media Mining Project:- My role in this project was to scrape data from social media platforms like Twitter and Facebook and undergo analysis of data collected. I leveraged the foundations of convolutional neural network and word2vec algorithms to assist the classification model and process of "life event" detection on social media postsText Analysis Project:- Identify text analytical tool to be utilized for documentation association based on the keyword weightsand also performed NLP algorithms on the text within the documents to predict future project costs

Springfield, Il, Us

• Experienced day-to-day protocol in Civil Engineering office• Helped operate surveying equipment, e.g. geodimeter• Inspect road construction operations

Bachelor Of Science - Bs

Education record