Sarthak Consul

AI Researcher

Stanford, California, United States4 yrs 5 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Developed innovative mapping algorithms at Matic.
Mentored top projects recognized in deep learning courses.
Created a smart testing algorithm for COVID-19 detection.

Stackforce AI infers this person is a Machine Learning Engineer with a focus on AI-driven solutions in SaaS and Healthcare.

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Skills

Core Skills

Computer VisionMachine LearningComputer GraphicsArtificial IntelligenceDeep LearningData Analysis

Other Skills

PythonPyTorchRust (Programming Language)C++Artificial Intelligence (AI)OpenGL Shading Language (GLSL)Ray TracingTensorFlowNumPyPython (Programming Language)CaffeBig DataSQLPandas (Software)Reinforcement Learning

About

I am passionate about building robust and scalable products that positively impact lives.

Experience

4 yrs 5 mos

Total Experience

2 yrs 2 mos

Average Tenure

2 yrs 9 mos

Current Experience

Matic

2 roles

Research Engineer - Mapping/NN

Jul 2023 – Present · 2 yrs 9 mos · Mountain View, California, United States · On-site

Designing and implementing a novel 3D occupancy network-based mapping algorithm to generate globally-stable and locally dynamic 3D and 2D maps.

PythonComputer VisionPyTorchRust (Programming Language)Machine Learning

Research Engineer

Apr 2023 – Jun 2023 · 2 mos · Mountain View, California, United States · On-site

PythonPyTorchRust (Programming Language)

Stanford university

3 roles

Course Assistant

Jan 2023 – Apr 2023 · 3 mos · California, United States

CA for CS248a - Computer Graphics with Prof. Kayvan Fatahalian

C++Artificial Intelligence (AI)OpenGL Shading Language (GLSL)Ray TracingComputer GraphicsArtificial Intelligence

Course Assistant

Sep 2022 – Dec 2022 · 3 mos · California, United States

CA for CS230 - Deep Learning with Prof. Kian Katanforoosh and Prof. Andrew Ng. Held weekly sections teaching supplemental material and held biweekly doubt clearing sessions.
Mentored 15 projects of which 6 were recognized as amongst the top 10 projects in the entire class and 1 project led to an ICML workshop publication.

Artificial Intelligence (AI)TensorFlowPyTorchNumPyPython (Programming Language)Deep Learning+1

Course Assistant

Apr 2022 – Jul 2022 · 3 mos

CA for CS221 - Artificial Intelligence: Principles and Techniques with Prof. Tatsunori Hoshimoto

Artificial Intelligence (AI)Python (Programming Language)Artificial Intelligence

Stanford artificial intelligence laboratory (sail)

Research Assistant

Jan 2022 – Jun 2022 · 5 mos

Worked in the Stanford Sustainability and AI Lab with Prof. Pascal Geldsetzer and Prof. Stefano Ermon on multi-modal learning with satellite imagery for sustainable development.

Artificial Intelligence (AI)Artificial Intelligence

Stanford university graduate school of business

Teaching Assistant

Jan 2022 – Mar 2022 · 2 mos

Teaching Assistant for OIT367 - Business Intelligence from Big Data with Prof. Mohsen Bayati

NumPyPandas (Software)Python (Programming Language)SQLData Analysis

Indian institute of technology, bombay

3 roles

Research Assistant

May 2020 – Sep 2020 · 4 mos

Designed a smart group testing algorithm for COVID-19 detection that reduces the number of RT-qPCR test needed by upto a factor of 10. A companion Android app has been made to assist technicians and it has recently gained approval from DCGI for commercial deployment in India.
Co-authored a paper at IEEE Open Journal for Signal Processing detailing the methodology. (link: https://ieeexplore.ieee.org/document/9416868)