Saloni Garg

Lead ML Engineer

Sunnyvale, California, United States7 yrs 2 mos experience

Highly StableAI Enabled

Key Highlights

Expert in Generative AI and Machine Learning.
Experience in optimizing GPU inference for video synthesis.
Mentored women in tech through various initiatives.

Stackforce AI infers this person is a SaaS-focused Machine Learning Engineer with expertise in Generative AI.

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Skills

Core Skills

Generative AiMachine Learning

Other Skills

AutoMLCUDACloud-Native ArchitectureData ScienceDevOpsElastic Stack (ELK)Gen AIGoogle BigQueryJavaKibanaKubernetesMySQLNatural Language Processing (NLP)Open Source SoftwareOpenshift

Experience

Adobe

Senior Machine Learning Engineer

Aug 2025 – Present · 7 mos · San Jose, California, United States

Working on multimodal text-to-video generation systems with diffusion and transformer architectures for Adobe Firefly
Optimizing GPU inference and training using PyTorch, CUDA, Triton, and TensorRT for high-throughput video synthesis
Designing Gen AI model serving pipelines with dynamic batching, kernel fusion, and MIG-aware GPU scheduling
Implementing temporal consistency and guidance techniques to improve video quality and coherence
Productizing research prototypes into scalable APIs powering Adobe Firefly and Creative Cloud applications

Generative AIMachine LearningPyTorchText-to-Image Generation

Wayfair

2 roles

Senior Software Engineer

Promoted

Jan 2023 – Aug 2025 · 2 yrs 7 mos

Software Engineer

Oct 2020 – Dec 2022 · 2 yrs 2 mos

The linux foundation

Data Scientist

Jul 2020 – Oct 2020 · 3 mos

Mozilla

Mozilla Open Science Expert

Sep 2019 – Jun 2020 · 9 mos

Guiding Mozilla Open Leaders about Open Source and Open Science, and helping them with Machine Learning Projects in Mozilla OLX Program.

Red hat

Software Developer

Jun 2019 – Jul 2019 · 1 mo · Greater Bengaluru Area

Worked with Performance and Scale Team, on Red Hat products like OpenShift, RHEL, and Red Hat Insights.

Mozilla

Open Leader

Jan 2019 – May 2019 · 4 mos

Selected as Mozilla Open Leader for the cohort in OL7, internationally.
Worked on the project 'Mozforce'.
A blog post about my experience: https://medium.com/@saloni_garg/being-a-mozilla-open-leader-cd84db317f59

Anita borg institute for women and technology

Mentor

Oct 2018 – May 2019 · 7 mos

Gnome foundation

Machine Learning Researcher

Sep 2018 – Nov 2018 · 2 mos

I conducted Usability Testing on various GNOME Applications under the guidance of mentor Jim Hall- such as Gedit, GNOME Desktop, Paint etc. and generated Heat Maps based on my findings.
Here is the link to Usability Testing Report published on Medium.com :
https://medium.com/@saloni_garg/usability-testing-for-gnome-applications-report-4887104496dc

Wikimedia foundation

Quality Assurance: Selenium Automation Testing (Open Source)

Sep 2018 – Nov 2018 · 2 mos

1 million women to tech

2 roles

Mentor

Jul 2018 – Nov 2018 · 4 mos

Mentored for 1 Million Women To Tech Summer of Code 2018. There were 11,000 participants and it ran for a period of 13 weeks.
My role was to make the women who were new to coding understand JavaScript basics, and the Machine Learning & Artificial Intelligence concepts.

Country Coordinator

Jul 2018 – Nov 2018 · 4 mos

Being a country-coordinator for India, my main role was to supervise and help the mentors to interact with the Indian fellows in the program.

Doitc : department of information technology & communication, government of rajasthan(india)

Silicon Valley Fellowship | iStart Knowledge Tour

Jul 2018 – Sep 2018 · 2 mos · San Francisco Bay Area

Selected among 100 out of 20,000 applicants in the competition conducted by Department of IT and Communications, Rajasthan.
As part of the program, 100 selected students were offered a residential learning program in Silicon Valley that spanned two weeks. We visited different places to get an insight of Startup Ecosystem. Some of the places are- Google Headquarters, NASA Research Center, 42 Coding School, Stanford University, Drapers University, Intel Museum, Computer History Museum etc.