Shreya J.

Shreya J. Email and Phone Number

Staff Machine Learning Engineer @ Qualcomm AI Hub @ Qualcomm
san diego, california, united states
Shreya J.'s Location
Greater Seattle Area, United States
About Shreya J.

Shreya J. is a Staff Machine Learning Engineer @ Qualcomm AI Hub at Qualcomm. They is proficient in English, Hindi and Sanskrit. Colleagues describe them as "Shreya and I worked very closely for three years, during which Shreya showed her mettle as a high-performing engineer and a rising tech lead in Machine Learning Infrastructure and Applied Machine Learning. I was impressed by her self-motivation, drive to ship intelligent experiences, and willingness to learn. Shreya quickly grew into a high-impact contributor and continued to learn, grow, and make useful contributions to the product. She pushed the envelope to make Apple’s ML platform cutting-edge, and adeptly worked cross-functionally to make Photographic Styles a reality in iOS 15. I also saw Shreya’s mentorship firsthand as I guided her through the process during her first time mentoring a rotation engineer on our team, after which she went on to mentor many more rotation engineers and interns. Shreya has gone strength to strength and not only built her own skillsets but also been a source of inspiration and learning for everyone around her — from new hires and junior engineers to senior engineers alike. She is driven, infuses positive energy into the team, builds and fosters relationships, and has high technical acumen. She will be a delight to have on any team." and "Over the past 6 years, I was lucky to manage some amazing engineers and researchers. Shreya is one of the best among them. Shreya is very dependable, and single handedly completed one of the difficult early projects we worked on, to add a new transfer learning algorithm into CreateML. During her time in my team, Shreya grew a lot as a leader, shouldering more and more responsibilities, working seamlessly with cross org teams, and mentoring junior engineers. Shreya also has a keen sense of understanding user pain points, and champions building products to delight users. Shreya will be a great member to add in any machine learning team."

Shreya J.'s Current Company Details
Qualcomm

Qualcomm

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Staff Machine Learning Engineer @ Qualcomm AI Hub
san diego, california, united states
Website:
qualcomm.com
Employees:
37431
Shreya J. Work Experience Details
  • Qualcomm
    Staff Machine Learning Engineer
    Qualcomm Dec 2023 - Present
    Seattle, Washington, United States
  • Tetra Ai
    Machine Learning Engineer
    Tetra Ai Jun 2022 - Dec 2023
    Seattle, Washington, United States
    Acquired by Qualcomm.
  • Apple
    Machine Learning Engineer
    Apple Feb 2019 - May 2022
    Seattle, Washington
    * Contributed to TuriCreate, which simplfies the development of ML models and exports to CoreML.(compatible with iOS). * Prototyped and led the team in replacing our deep learning framework for Linux, MXNet (deep learning library by Amazon) with TensorFlow (Google’s deep learning library) for all toolkits.* Provide support for critical work in supporting the release of CreateML App in WWDC 2019. Helped design and implement transfer learning model for Object Detection in CreateML App. This model was made to help third party developers in achieving a high quality model with less data and smaller model size. Helped optimize the model to be run on the ANE.* Implementing this feature required me to communicate and coordinate work among many - MLCompute framework, CoreML team and research teams at Apple. * Part of a research ML team iat Apple, developed hardware optimized machine learning models for incredible AI experience in the entire Apple ecosystem. * Contributed to features like VoiceOver Recognition helps recognizes key elements displayed on your screen to add VoiceOver for app and web experiences that don’t have accessibility support built in. (iOS 14+)* Photographic Styles scene classification model that helps apply personalized edits for more aesthetic outcomes. Used knowledge distillation to combine many models that run in the camera at the same time to fit memory and power budget (iOS 14+). * Navigate the final few feet to your destination by locating a door, identifying how far away it is, and finding out how to open it. Door Detection also reads aloud important details like room numbers and wheelchair accessible symbols.
  • Columbia University In The City Of New York
    Graduate Teaching Assistant
    Columbia University In The City Of New York Sep 2018 - Feb 2019
    Greater New York City Area
    Responsibilities include holding grading assignments, office hours and recitations for students
  • Columbia University In The City Of New York
    Graduate Research Assistant
    Columbia University In The City Of New York Sep 2018 - Feb 2019
    Greater New York City Area
    Improving Image Captioning using FrameNet
  • Sap Ariba
    Machine Learning Intern
    Sap Ariba Jun 2018 - Aug 2018
    Palo Alto, California
    Implemented deep learning models to predict the category of product from search query giving accuracy above 80%Designed branched CNN with Conceptnet Numberbatch and ELMO embeddings (Keras/Tensorflow)Developed a web application in Flask that takes about 70ms per inference to show predictions.Deployed multiple versions of the model in production using Tensorflow serving and GRPC (20ms/response).
  • Columbia University In The City Of New York
    Graduate Research Assistant
    Columbia University In The City Of New York Jan 2018 - May 2018
    Greater New York City Area
    Developed NER API for History Lab to tag entities from raw data from SQL server eliminating manual annotationImplemented many matching algorithms to verify NER tagged data with external sourcesGenerated social networks to represent the relation of the entities using NetworkX, Gephi and Stata using degree centrality and other measures
  • Columbia University In The City Of New York
    Graduate Teaching Assistant
    Columbia University In The City Of New York Sep 2017 - Dec 2017
    Greater New York City Area
    Created and graded assignments for the course 'Development Technology'
  • Association For Computing Machinery
    Chair & Vice Chair, Bpdc Student Chapter
    Association For Computing Machinery Nov 2015 - Aug 2017
    United Arab Emirates
    Organized talks on emerging technologies, competitions, career oriented teaching sessions and interactive workshops. In collaboration with the ACM Student Chapters of Indian Campuses, coding competitions are organized every month. Started “Back to Basics” Classes to teach fellow students C++ programming language to build their foundation stronger. Initiative to introduce ACM chapters in other universities across UAE to ultimately host ACPC for the region is planned.
  • Indian Institute Of Technology, Kanpur
    Research Intern
    Indian Institute Of Technology, Kanpur Jul 2016 - Dec 2016
    Kanpur Area, India
    Working under the guidance of Dr. Vinay Namboodri, Assistant Professor, Department of Computer Science, IIT Kanpur. Aim to build a model that associates each image with comprehensive stories rather than just assigning one-line captions. Replicated results of “DenseCap: Fully Convolutional Localization Network for Dense Captioning”. Extended to correlate the captions of overlapping bounding boxes by predicting preposition and pass it through a LSTM to give enriched sentences as output.
  • Birla Institute Of Technology And Science
    General Secretary, Student Council
    Birla Institute Of Technology And Science Oct 2015 - Sep 2016
    As part of the Student Council, I have helped organise several intra and inter university cultural and techno-managerial like Sparks, Ethnic Day, TechnoFest, Enginuity, Jashn and Diro's Tea Party. I have also suggested important amendments to the constitution of the BITS Pilani Dubai Campus for the betterment of college as well as the students. Introduced various facilities to students to improve routine life on campus.

Shreya J. Education Details

Frequently Asked Questions about Shreya J.

What company does Shreya J. work for?

Shreya J. works for Qualcomm

What is Shreya J.'s role at the current company?

Shreya J.'s current role is Staff Machine Learning Engineer @ Qualcomm AI Hub.

What schools did Shreya J. attend?

Shreya J. attended Columbia University In The City Of New York, Birla Institute Of Technology And Science, Maharani Gayatri Devi Girls' School.

Who are Shreya J.'s colleagues?

Shreya J.'s colleagues are Stefan Damon, Pawan Singh, Vedika Verma, Aiping Zhang, Greg Barrett, Chen Huang, Ahmad Abu Yunis.

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