Aman Mehra

Co-Founder

Pittsburgh, Pennsylvania, United States5 yrs 4 mos experience

Most Likely To Switch

Key Highlights

Core contributor to Tesla's Robotaxi project.
Developed advanced deepfake detection methods.
Created innovative advertising technology using deep learning.

Stackforce AI infers this person is a skilled professional in AI Research and Advertising Technology.

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Skills

Core Skills

Machine LearningDeep LearningSelf-supervised Learning

Other Skills

3DCovNetsAlgorithm DevelopmentAlgorithmsArduinoAugmented RealityBias AnalysisCData StructuresDataset CreationGANsHTMLJavaJavascriptLSTMsLinear Algebra

Experience

5 yrs 4 mos

Total Experience

1 yr 4 mos

Average Tenure

1 yr 10 mos

Current Experience

Tesla

ML Scientist

Aug 2024 – Present · 1 yr 10 mos · Palo Alto, California, United States

Core contributor to Robotaxi

Machine LearningAlgorithmsStatistics

Carnegie mellon university

Graduate Research Assistant

Jan 2023 – Aug 2024 · 1 yr 7 mos

Microsoft

Research Fellow

Jul 2021 – Jul 2022 · 1 yr

Department of computer science and engineering, iit jodhpur

Research Intern

Jun 2020 – Aug 2020 · 2 mos · Image Analysis and Biometrics Lab, IIT Jodhpur

 Investigated the role of bias in current Deepfake Detection frameworks. Created a new ethnicity labelled dataset of photorealistic deepfakes videos to compared the trends in ethnicity bias across multiple detection architectures.
 Studied the impact of deepfakes on the performance of state of the art face recognition algorithms.

Deep LearningDataset CreationBias Analysis

Image analysis and biometrics lab - iit jodhpur

Undergraduate Student Researcher

Jul 2019 – Jun 2021 · 1 yr 11 mos · Jodhpur, Rajasthan, India

 Investigating methods to enable accurate detection of deepfake doctored videos in the presence of heavy compression.
 Have developed an extensive understanding of 3DCovNets, LSTMs and GANs during this project.

Deep Learning3DCovNetsLSTMsGANs

Indian institute of science (iisc)

Research Intern

May 2019 – Jul 2019 · 2 mos · Video Analytics Lab, IISc, Bengaluru , India

 Investigated the efficacy of a generic and robust framework for learning representations through self-supervised learning.
 Built architecture to enable representation learning without the need of a pseudo labeling task, common to most self-supervised approaches.

Self-Supervised LearningRepresentation Learning

Nxtclick

Co-Founder

Jun 2018 – Jan 2019 · 7 mos · India

 Leveraged deep learning to provide contextual outdoor digital advertising technology
 Developed the ad matching algorithm and deep learning models for attribute detection
 Among 17/1500 teams globally to be invited to the AngelHack Global Demo Day 2018 at San Francisco, to pitch our idea to VCs and Angels.

Deep LearningAlgorithm Development