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Mona GogiaMG
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Mona Gogia

@monagogia

I build trustworthy AI evaluation, secure pilots, and production systems for government and enterprise missions.

United States
Message

What I'm looking for

I'm looking to lead trustworthy AI measurement, evaluation, pilot implementation, and technology transition for secure, high-consequence government or enterprise environments.

At Pioneering Evolution, I direct applied AI strategy and design secure enterprise and government-facing systems for authorization, compliance, anomaly detection, and predictive access intelligence.

Previously at IQT Labs, I led AI research, measurement, and mission-relevant pilots for U.S. Government and Intelligence Community stakeholders. I built benchmarks and evaluation pipelines for multimodal systems and transitioned capabilities including deepfake detection, RF machine learning, knowledge graphs, and geospatial analytics into operational pilots.

Across PlanetRisk, Microsoft, Caradigm, and FINRA, I’ve delivered data platforms, cloud services, distributed systems, and machine-learning solutions. I focus on AI reliability, explainability, governance, security, and practical operational adoption.

Experience

Work history, roles, and key accomplishments

PL
Current

Deputy Director, AI/ML Engineering

Pioneering Evolution LLC

May 2025 - Present (1 year 4 months)

Direct applied AI technical strategy and hands-on architecture for secure enterprise and government-facing systems, with emphasis on trustworthy AI, cybersecurity, authorization, compliance, and operational reliability. Lead research and pilot implementation of AI-enabled authorization, role mining, permission-drift detection, anomaly detection, and predictive access intelligence.

II

Senior AI Engineer

IQT Labs (In-Q-Tel)

May 2018 - Apr 2025 (6 years 11 months)

Led applied AI research, technical evaluation, and mission-relevant pilots for emerging technologies supporting U.S. Government and Intelligence Community stakeholders. Designed measurement and evaluation pipelines for multimodal AI systems spanning visual, acoustic, radio-frequency, geospatial, text, and structured data.

PL

Lead Data Engineer / Senior Data Scientist

PlanetRisk

Apr 2017 - Mar 2018 (11 months)

Built large-scale Kafka and Storm pipelines for real-time ingestion, enrichment, and analysis of structured and unstructured data. Developed NLP and machine-learning solutions for entity extraction, topic modeling, event detection, classification, and operational analytics.

MF

Senior Software Engineer / Technical Lead

Microsoft, Caradigm, FINRA

Jan 2000 - Dec 2016 (16 years 11 months)

Delivered enterprise analytics platforms, cloud services, large-scale data-processing systems, and automated testing frameworks across technology, healthcare, and financial-services environments. Led cross-functional engineering teams and modernization initiatives involving data integration, operational analytics, regulatory workflows, and scalable distributed systems.

Education

Degrees, certifications, and relevant coursework

University of California, Berkeley logoUB

University of California, Berkeley

Master of Information and Data Science, Information and Data Science

Master of Information and Data Science degree from the University of California, Berkeley.

University of Toledo logoUT

University of Toledo

Master of Electrical Engineering and Computer Science, Electrical Engineering and Computer Science

Master of Electrical Engineering and Computer Science degree from the University of Toledo.

DT

Delhi Institute of Technology

Bachelor of Engineering, Instrumentation and Controls

Bachelor of Engineering in Instrumentation and Controls from Delhi Institute of Technology.

Tech stack

Software and tools used professionally

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