Ambrish Rawat

AI Researcher

Dublin, Ireland9 yrs 6 mos experience

AI ML PractitionerHighly Stable

Key Highlights

10+ years of AI robustness expertise.
Proven track record in cross-functional initiatives.
Multiple granted U.S. patents in AI technologies.

Stackforce AI infers this person is a leader in AI research and product development.

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Skills

Core Skills

Artificial IntelligenceProduct DevelopmentResearch And Development (r&d)

Other Skills

Public SpeakingResearch innovationEngineering ManagementCross-functional CoordinationDesign ThinkingTechnical LeadershipCross-functional Team LeadershipProgram ManagementMachine LearningStatisticsResearchData Analysis

About

Enabling effective and reliable use of AI. Research → Product : 10+ years of deep technical experience in AI robustness. Proven expertise in driving cross-functional initiatives, managing complex global technical programs, and developing cutting-edge technologies. Passionate about reliable AI deployment, with a strong record of published research at top-tier conferences and multiple granted U.S. patents.

Experience

9 yrs 6 mos

Total Experience

9 yrs 6 mos

Average Tenure

9 yrs 6 mos

Current Experience

Ibm

3 roles

Senior Research Scientist

Jan 2023 – Present · 3 yrs 3 mos

Leading strategic initiatives on red-teaming Gen AI technologies and designing guardrails and safeguards to ensure secure deployment via IBM watsonX product portfolio.
Driving the security and robustness of IBM’s flagship open-source foundation models, Granite, including the development of tooling such as Granite Guardian.

Product DevelopmentPublic SpeakingArtificial Intelligence

Staff Research Scientist

Promoted

May 2020 – Dec 2022 · 2 yrs 7 mos

Led cutting-edge research in privacy-enhancing technologies with a focus on Federated Learning and enterprise deployment across open-source, product, and consulting contexts.
Served as Principal Investigator and technical lead for work package deliverables in major EU Horizon programs including FLUIDOS, AI4Media, Musketeer, and MORE.

Product DevelopmentPublic SpeakingArtificial IntelligenceResearch and Development (R&D)

Research Engineer

Sep 2016 – May 2020 · 3 yrs 8 mos

Conducted foundational research at the intersection of Adversarial ML, Bayesian methods, Generative AI, and Auto ML - published in top-tier conferences (AISTATS, ICML, AAAI, ECML, BlackHat).
Contributed to the development of key open-source toolkits such as LFAI’s Adversarial Robustness Toolbox (ART) and IBM Federated Learning (IBM-FL).

Research innovationArtificial IntelligenceResearch and Development (R&D)