Operating platform
NoirShield Group
Real-estate operations, property oversight, capital improvements, developing operating ventures, internal capital allocation, and long-term risk management.
Review the group architecture →Founder · Operator · Quantitative researcher
Junior Hernandez Paulino
Founder of NoirShield Group · AI Model Evaluator · Aspiring P&C Actuarial Professional
Junior Hernandez Paulino founded NoirShield Group, the public identity of an operating and ownership platform associated with residential real-estate activity in New York and Florida, developing ventures, internal capital allocation and long-term risk management. His professional work spans AI model evaluation, quantitative research, P&C actuarial analysis, economics and financial modeling.
Approx. $1.38Mestimated gross asset base
2associated residential assets
10verified professional roles
1stStout case competition
Asset figure: $1,376,574 combined public Realtor.com RealEstimate values observed August 30, 2026 for two residential properties associated with the platform. RealEstimate values are automated estimates, not appraisals. The total is not personal net worth or company equity; debt, ownership interests and transaction costs are not deducted.
Executive profile
One public identity, supported by specific evidence.
This site consolidates Junior Hernandez Paulino’s business, quantitative, actuarial, AI and academic record into a single privacy-conscious source that people and search systems can understand.
- Business
- Founder of NoirShield Group; active platform work includes real-estate operations, property oversight and developing ventures.
- Quantitative work
- AI model evaluation, economic research, financial modeling and P&C actuarial pricing and risk analysis.
- Education
- Economics and mathematics student at Lehman College with a minor in actuarial mathematics; preparing for Exams P and FM.
Business first
Ownership ambition backed by quantitative discipline
Junior combines operating experience with probability, statistics, econometrics, financial mathematics, model evaluation, and clear business communication. The consistent principle is to expose assumptions, test risk, and make decisions defensible.
Current
AI model evaluation
Prompt and test-case design, scoring rubrics, multimodal review, quantitative QA, failure analysis, and audit-ready feedback.
See the evaluation discipline →P&C
Actuarial pricing
Ratemaking, frequency and severity modeling, pure premiums, validation, loss simulation, VaR, and TVaR.
Explore actuarial work →Policy and capital
Economic and financial research
Macroeconomic analysis, three-statement modeling, DCF valuation, WACC, scenario design, Monte Carlo analysis, and risk framing.
Review the research →Selected evidence
Results, not adjectives
The record spans domain-expert AI training, CAS actuarial development, two Federal Reserve Challenge cycles, and a first-place finance case competition.
Handshake AI
Domain-expert evaluator
Evaluates model performance in economics, finance, mathematics, and actuarial-style risk under strict confidentiality.
Casualty Actuarial Society
Actuarial Analyst
Completed P&C-focused training in ratemaking, pricing analysis, insurance analytics, and loss modeling.
Federal Reserve Challenge
Two research cycles
Converted macroeconomic and financial evidence into policy recommendations and competition presentations.
Stout
Winning finance team
Built and defended a three-statement model, DCF, comparable-company analysis, and investment recommendation.