For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

Invite to Job
E

Ericka Mignucci

Senior Engineering Manager, AI, ML, Product Development, & Integrations

USA flagNashville, Usa
$75.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

Facial Recognition
Human-Computer Interaction
Robotics Domain Expertise

Top Data Types

ImageImage
TextText
DocumentDocument

Top Task Types

ClassificationClassification
Data CollectionData Collection
SegmentationSegmentation
Bounding BoxBounding Box
Object DetectionObject Detection
Red TeamingRed Teaming
Computer Programming/CodingComputer Programming/Coding
Function CallingFunction Calling
TranscriptionTranscription
Question AnsweringQuestion Answering
RLHFRLHF
Evaluation/RatingEvaluation/Rating
Text GenerationText Generation
CuboidCuboid
Point/Key PointPoint/Key Point
PolylinePolyline
Entity (NER) ClassificationEntity (NER) Classification
PolygonPolygon
Text SummarizationText Summarization
Fine-tuningFine-tuning
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Senior Engineering Manager, AI, ML, Product Development, & Integrations. Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Georgia Institute of Technology (2015). AI-training focus includes data types such as Image and labeling workflows including Classification.

ExpertEnglishSpanish

Labeling Experience

Senior Engineering Manager, AI, ML, Product Development, & Integrations

ImageClassification
Oversaw the design and development of AI facial recognition products, including the development and deployment of end-to-end AI facial recognition ordering and payment solutions. Led the process for using deep learning algorithms to train, maintain, and deploy facial recognition models focused on human-computer interaction. Ensured data labeling accuracy and compliance for onboarding, recognition, and product adoption in both enterprise and government solutions. • Developed facial recognition labeling workflows in AI-driven solutions. • Supervised annotation teams for data curation and preprocessing. • Collaborated on algorithm refinement using labeled image datasets. • Delivered scalable annotation and model training for multiple clients.

Oversaw the design and development of AI facial recognition products, including the development and deployment of end-to-end AI facial recognition ordering and payment solutions. Led the process for using deep learning algorithms to train, maintain, and deploy facial recognition models focused on human-computer interaction. Ensured data labeling accuracy and compliance for onboarding, recognition, and product adoption in both enterprise and government solutions. • Developed facial recognition labeling workflows in AI-driven solutions. • Supervised annotation teams for data curation and preprocessing. • Collaborated on algorithm refinement using labeled image datasets. • Delivered scalable annotation and model training for multiple clients.

2016 - 2020

Education

G

Georgia Institute of Technology

Bachelor of Science, Materials Science and Engineering

Bachelor of Science
2010 - 2015

Work History

V

VyTrac

Senior Engineering Manager, Product Development

Atlanta
2022 - 2024
H

HealthLink Dimensions

Senior Manager, Programmatic & New Products

Atlanta
2018 - 2022