Amber Gupta Email & Phone Number

Bridgewater, Nj, Us

Led development of I.P. Face Recognition pipeline using RetinaFace & ArcFace to replace AWS Rekognition APIResearched open-world object detection models for a text-to-image search, optimizing performance for CLIP & RAM modelsDesigned systems to auto-curate & personalize memories, flashbacks, and trip highlights to enhance user experience and engagement through intelligent content organizationCurated an object detection benchmarking dataset from OpenImages, Visual Genome, LVIS, V3Det, Object365 resulting in 18,000+unique labels, a taxonomy & 10^6 imagesAchieved high/at-par metrics with in-house object detection & Face Tagging Pipelines against AWS Rekognition, bolstering client confidence from Verizon & AT&TDeveloped a context aware semantic text-to-image search, enabling dynamic recognition of concepts beyond simple objects

Cambridge, Massachusetts, Us

Researching deep learning architectures (Transformers, CNN, RNN, GANs) in the areas of sequence prediction, protein engineering and representation learning.

Champaign, Il, Us

CS412: Data Mining (Prof. Jiawei Han)CS225: Data Structures (Prof. Carl Evans)

Santa Clara, Ca, Us

Designed and developed information extraction model to highlight relevant lines in Nvidia GPU driver logs using Universal Sentence Encoder (U.S.E) based embeddings and LSTMs based Recurrent Neural Network architectureBuilt a density-based clustering model to group logs with similar context using highlighted relevant linesApplied PCA and UMAP based dimensionality reduction on U.S.E vector embedding followed by HDBSCAN clusteringPerformed semi-supervised learning by devising a continuous feedback mechanism to improve model performance

Tuscaloosa, Al, Us

Worked on new features for ASP.NET web app, using Azure Resource Management (ARM) templates to automate deployment of software, accounting for speed and security.Summer 2018:Developed a .NET console app to setup and upload SSRS Reports to a local SQL Server for Reporting Services.Led and improved a API Documentation project, built using Angular and NodeJS. http://api.diamondasaservice.com2017-2018:Designed and developed new features for an Internal version control and ticketing desktop app. (VB.NET, XAML). I also did software release management, including code cut dates, testing release & ad-hoc builds for the said application.

Developed and updated the official C.L.C website . Did Graphic Designing for Social Media and related Website Updates. Software used: WordPress, Adobe Photoshop.

Tuscaloosa, Al, Us

Worked as a foreign language instructor under the college of Arts and Sciences. Planned, developed and taught 3 credit hour Hindi classes at University of Alabama campus.

Tuscaloosa, Alabama, Us

Provided online technical support to faculty of University of Alabama and "ACCESS Distance Learning program" (Alabama State Department of Education). The job included development and maintenance of Online Courses and related webpages. Software used were Adobe Dreamweaver, HelpSpot.

Master'S Degree, Computer Science

Bachelor Of Science - Bs, Computer Science