Experience

BioTrillion

• United States
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer

  • Oct 2022 - Present



La Jolla Institute for Immunology

• United States
• Research Services
• 300 - 400 Employee

• Data Scientist

  • Jul 2019 - Sep 2022

  • Single Cell RNA-Seq Analysis of Peripheral Blood Mononuclear Cells (PBMCs) - Helped understand the interaction between HIV, CVD, and cholesterol lowering drugs (Statin) in terms of their genetic signature - Solved the problem of visualizing the cells by projecting them onto a 2-D space using UMAP dimensionality reduction on their 525 dimensional transcriptomes - Found 7 major cell types present in the data using Louvain Clustering algorithm - Created a pipeline for data preprocessing, dimensionality reduction, clustering and specific bioinformatics analysis using the Scanpy library in Python and Seurat in R. - Generated effective visualizations and plots to demonstrate the inflammatory effects of CVD on the gene signature of patients with HIV and its curability using Statin treatment • Other Projects - Currently working on building a similar pipeline for 3 other projects with different types of cells. • Major Technologies Used: Python, Scanpy, Pandas, Matplotlib, Seaborn, R, Seurat Show less



Futurewei Technologies, Inc.

• United States
• Telecommunications
• 200 - 300 Employee

• Software Engineer

  • Nov 2018 - Jun 2019

  • Semantic Segmentation - Designed, implemented, and trained a model for Semantic Segmentation of indoor dataset using Transfer Learning in Tensorflow - Improved the accuracy of the existing model by about 2% and the speed by about 5% - Experimented with a wide variety of architectures to find the one that fits our problem the best. - Created a dataset for the project by combining data from multiple sources and standardizing the class labels as well as the semantic labeling - Performed an analysis to categorize entities into either distinct class objects or as background • Video Stabilization - Implemented a basic framework for Offline Video Stabilization using OpenCV in Python • Major Technologies Used: Python, Tensorflow, OpenCV Show less



Center for Research in Entertainment and Learning, UCSD

• San Diego

• Researcher

  • Jul 2018 - Nov 2018

  • Motion Retargeting - Built a v1 model to transfer the movements of a character in a video, given by query, to another predefined character - Experimented with multiple approaches to find the best fit for our problem including Variable Markov Oracle (VMO), Autoencoder, Deep Siamese Network and CycleGAN - Evaluated the performance of VMO corresponding to its input video by feeding in raw video, output of the PCA and output of PoseNets. • Major Technologies Used: Python, PyTorch, Tensorflow Show less



Center for Artificial Intelligence and Robotics

• Bengaluru Area, India

• Intern

  • Jan 2016 - Apr 2016

  Worked on 3D Terrain Rendering in Geographic Information System (GIS). Worked on 3D Terrain Rendering in Geographic Information System (GIS).



LTI - Larsen & Toubro Infotech

• India
• IT Services and IT Consulting
• 700 & Above Employee

• Intern

  • Jun 2015 - Jul 2015

  - Worked with Time Warner Group. - Built a website for PUMA product of HBO using HTML5, CSS, Twitter Bootstrap, JavaScript and other techniques. - Worked with Time Warner Group. - Built a website for PUMA product of HBO using HTML5, CSS, Twitter Bootstrap, JavaScript and other techniques.