Aditya Jain Email & Phone Number

Sunnyvale, Ca, Us

San Francisco, California, Us

Draper, Utah, Us

1. Designed and implemented Nodejs APIs for transaction storage in PSQL and tax calculation using optimized queries and AWS technologies, delivering fast and accurate results to customers.2. Innovated various testing methods, including integration, unit, synthetic and locust load testing, to ensure API quality and availability under high demand.

Los Angeles, California, Us

Graduate Teaching Assistant for CSCI - 544 (Applied Natural Language Processing) course.

San Francisco, California, Us

1. Worked with Einstein Search Data Services team to develop an anomaly detection application for Search Metrics such as Click Through Rate, Overall Engagement Rate, etc.2. Used Merlion (time-series library by Salesforce) anomaly detection modules to predict anomalies with a 0.98 F1 score.3. Developed application using Spark to increase scalability from the previous framework by 200 times and support thousands of orgs in the future.4. Deployed the application in production using docker containers and hawking orchestration environment to support daily runs.

Playa Vista, Ca, Us

OpenTutor :1. Researched techniques to improve the performance of the automatic answer grading system in Opentutor (a dialog-based learning platform) and resolve the cold-start problem.2. Implemented a clustering algorithm for the group and identify different types of correct answers for an expectation. Used cluster center of each group as features to improve grading system accuracy to 85%.3. Developed ML pipeline for grading system and contributed to developing python based web API interface for this system.4. Performed unit testing via pytest to compare the performance of models after different tweaks or improvements.

Teaneck, New Jersey, Us

Responsibilities :1. Researched on various NLP-based algorithms for information retrieval to improve click-through rate of an existing system by 10%.2. Worked on knowledge distillation using student-teacher models where the student is CDSSM (Convolutional Deep Semantic Similarity Model) and the teacher is BERT base.3. Implemented NLP pipeline for an ML-based advertisement search engine. Worked on text preprocessing functions and integrated them into the pipeline to prepare input for a machine learning model during training as well as prediction.4. Deployed CDSSM model using tf-serving on Docker over gRPC interface for improving query response time to 5 ms.

Teaneck, New Jersey, Us

Responsibilities :1. Developing analytical and machine learning models that assist customers’ marketing team in identifying the right and influential population for various outreach programs to improve the overall STAR rating of the MEDICARE plans.2. Built ML models to get the probability of a patient’s health decline (bladder issues, mental/physical health decline, etc) leveraging his/her medical records. Achieved .75 AUC score using gradient boosting on decision trees.3. Worked on data visualization, and report the creation of analytical models to support our hypothesis and for client presentation.

Pune, Dr Homi Bhabha Road, Pashan, In

Contributed in development of company's website especially on admin panel.Responsibilities :1. Worked on MEAN stack technologies specifically on Node.js, Express.js and mongodb.2. Developed website backend and admin dashboard to manage different features on website.

Master Of Science - Ms (Honors), Computer Science

Bachelor Of Engineering - Be, Computer Science