AI GOVERNANCE · CYBERSECURITY · DATA ANALYTICS

I build the systems that keep AI accountable.

Data & AI governance analyst. At nVoq I built an enterprise AI risk register from scratch and supported SOC 2 Type II audit readiness; before that, at CGI and the YMCA, I turned messy operational data into dashboards stakeholders actually used. I like domains where a wrong number has consequences.

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Vendors Under Risk Review
0+
AI Risks Registered
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Findings, First ISO 42001 Audit
0K+
Records Analyzed (CGI)
// AI_RISK_REGISTER.sample (illustrative)
METHOD: LIKELIHOOD × IMPACT SCANNING…

ABOUT

Two disciplines, one habit: verify before you trust.

Sneha Dutt

I currently work as an Information Security & AI Governance Intern at nVoq, a healthcare AI company doing clinical speech recognition, reporting directly to the Director of Security & Compliance. I helped take the company through its first-ever ISO/IEC 42001 audit (zero findings, certified on time) by customizing controls to fit our real workflows, coordinating evidence collection with Engineering and Product, and building the risk register and vendor review program that make the company's AI use auditable. My first six weeks went well enough that the internship was extended by two months.

Before that, as a research assistant at Caldwell University, I studied AI governance frameworks (ISO/IEC 42001, NIST AI RMF, EU AI Act) and ran security/privacy risk analysis on emerging AI systems, the academic half of the same question I now answer professionally.

Earlier, at CGI and the YMCA of the USA, I did the ground-level version of the same work: pulling structure out of messy operational data and turning it into dashboards and recommendations that non-technical stakeholders (city committees, a nonprofit board) actually acted on.

ISO/IEC 42001 SOC 2 Type II NIST AI RMF Vendor / TPRM Power BI / Tableau Stakeholder Reporting

// off the clock: tracking the latest AI product launches (and incidents), hunting down new artists and genres, going to concerts, working through my reading list, and photography walks.

CAPABILITIES

Skills

Grouped by how I actually use them, not just a tag cloud. Bars show relative depth, edit freely.

Languages

PythonAdvanced
SQLAdvanced
RProficient
DAXProficient

Data & Machine Learning

Pandas / NumPyAdvanced
Scikit-learn / XGBoostAdvanced
TensorFlow / KerasProficient
SHAP / FairlearnProficient

BI & Visualization

Power BIAdvanced
PlotlyAdvanced
TableauProficient
Matplotlib / SeabornProficient

AI Governance & Security

ISO/IEC 42001Advanced
SOC 2 Type IIAdvanced
Vendor / Third-Party RiskProficient
NIST AI RMF / EU AI ActProficient

Cloud & Data Engineering

BigQueryProficient
Star-Schema ModelingProficient
ETL / Data QC PipelinesAdvanced

Tools & Delivery

ExcelAdvanced
StreamlitProficient
JIRA / AgileProficient
Stakeholder / Executive CommunicationAdvanced

TIMELINE

Experience

Newest first. Expand any card for the full scope.

Information Security & AI Governance Intern
nVoq, Inc., Remote
Mar 2026 – Jul 2026
INTERNSHIP EXTENDED 2 MONTHS, WITHIN THE FIRST 6 WEEKS
  • Helped lead the company's first-ever ISO/IEC 42001 audit to a clean pass, zero findings, certified on time.
  • Customized ISO/IEC 42001 controls to fit the company's actual workflows and org structure, then built its AI Management System (AIMS) from scratch, including the AIMS plan, AI deployment plan, and AI policy.
  • Partnered with Engineering and Product to inventory every AI system in use (ML models included) and evaluate the guardrails, bias testing, and preventive controls keeping them in scope.
  • Helped stand up an RFC process so any new system involving AI/ML gets reviewed against AIMS guidelines before it ships.
  • Sat on the InfoSec team shaping company-wide AI-usage policy: control decisions, CrowdStrike EDR tracking, and MCP-connector / cross-platform access rules (e.g. Claude, ChatGPT) given exposure to PHI, PII, and confidential health data.
Show full scope
  • Reported directly to the Director of Security & Compliance.
  • Coordinated with Engineering and Product to collect ISO/IEC 42001 audit evidence.
  • Built and grew the company's AI Risk Register to 30+ tracked risks, using a Likelihood × Impact methodology aligned to ISO/IEC 42001.
  • Managed vendor risk review cadence for ~38 vendors, categorizing each by critical-function impact and auditing their SOC 2 reports and privacy policies.
  • Developed the accompanying AI Impact Assessment (AIIA) framework and risk‑entry templates for cross‑functional use.
  • Drafted the full 2026 SOC 2 Type II System Description and helped collect SOC 2 evidence, coordinated directly with the external audit team.
  • Conducted SOC 2 Type II report reviews across third‑party vendors; built a reusable CUEC reference library.
  • Led an 8‑phase GRC platform migration across SOC 2, ISO 42001, and HIPAA frameworks.
  • Developed e‑learning content on AI security and secure software development, covering prompt injection, LLMjacking, and RAG trust boundaries.
  • Drafted prompt‑injection defenses for the clinical AI summarization pipeline and an enterprise Privacy Impact Assessment (PIA) framework.
  • Participated in an incident‑response tabletop exercise and drafted IR playbook follow‑ups.
ISO/IEC 42001AIMSSOC 2GRCBias / Guardrail TestingVendor RiskEDR
Research Assistant
Caldwell University, Caldwell, NJ
Nov 2025 – Mar 2026
  • Conducted security and privacy risk analysis of emerging AI systems, contributing to a paper on trust in commercial AI adoption.
  • Evaluated AI tools and automation platforms hands‑on to inform recommendations on responsible deployment.
  • Built foundational knowledge of ISO/IEC 42001, NIST AI RMF, and the EU AI Act, directly informing later governance work at nVoq.
AI Risk ResearchNIST AI RMFEU AI Act
Project Manager, RealtorAI (Capstone)
Caldwell University, Caldwell, NJ
Jan 2025 – May 2025
  • Led a five‑member team building a real‑estate valuation and market‑insight platform.
  • Ran Agile sprints in JIRA; coordinated data, development, and design workstreams.
  • Presented at Caldwell's Research Project Day (4.5 / 5 user satisfaction), followed by a faculty demo.
Agile / JIRATeam LeadershipPythonPower BI
IT Support Specialist Extern
YMCA of the USA, Wayne, NJ
Sep 2024 – Dec 2024
  • Resolved 200+ monthly tickets, cutting response backlog 20% through triage and prioritization.
  • Analyzed 6 months of support logs and found iOS devices drove 40% of reported issues.
  • Built Power BI dashboards on request volume and device mix; presented recommendations to the YMCA Wayne Board.
Power BIProcess Analysis
Data Analytics Extern
CGI, New Brunswick, NJ (Remote)
Sep 2023 – Dec 2023
  • Processed 500K+ municipal parking records in SQL/Python to identify utilization and revenue‑leakage trends.
  • Built Tableau dashboards with 8+ KPIs supporting the Trenton Port Authority's decisions.
  • Presented findings to senior committees, recommending predictive pricing/capacity models.
SQLTableauMunicipal Analytics

SELECTED WORK

Projects

Six featured builds spanning credit risk, data governance, and fraud/anomaly detection, plus 17 more below, all personal or university projects.

Freddie Mac Mortgage Credit Risk Analytics
DATA ANALYTICS
Processed 100K+ loan records to evaluate borrower risk, then built roll‑rate, delinquency, and loss‑severity models with ABS/MBS‑style investor reporting tables.
↳ +12% classifier accuracy over baseline · +40% data reliability
PythonSQLXGBoostSHAPPower BI
SEC Filing Analyzer (10‑K / 10‑Q)
COMPLIANCE / GOVERNANCE
Built a Streamlit app that automatically extracts KPIs and sentiment from SEC 10‑K/10‑Q filings, parsing PDFs and surfacing revenue and risk‑language trends.
↳ Cut filing review time by 70%
PythonStreamlitNLPPyPDF2Plotly
Claims Fraud Detection Dashboard
CYBERSECURITY / FRAUD
Built a Power BI dashboard over 500+ healthcare claims, using outlier detection and pattern analysis to surface suspicious activity for fraud audits.
↳ Flagged 88% of suspicious claims, broken out by region and specialty
SQLPower BIPythonAnomaly Detection
BigQuery FHIR Data Quality Audit
DATA GOVERNANCE
Validated mapping integrity across FHIR healthcare tables, checking for missing references, duplicate claims, and inconsistent service dates.
↳ Generated a per‑facility data‑integrity score for ongoing monitoring
SQLBigQueryFHIRData Integrity
Nasdaq Market Analytics & Trading Insights
DATA ANALYTICS
Five years of Nasdaq equities analyzed for volatility, liquidity, and momentum; factor analysis plus event‑study on earnings and macro shocks.
↳ +30% anomaly‑detection signal · 2 alpha‑positive strategies, +5–8%/yr vs. benchmark
PythonSQLPlotly
Hospital Staffing & Productivity Benchmarking
DATA ANALYTICS
Star‑schema model (grain = unit‑day) in BigQuery tracking HPPD, overtime %, agency %, and cost‑per‑patient‑day with percentile‑rank benchmarking.
↳ Data‑quality reconciliation across hours ↔ payroll, units ↔ encounters
BigQuerySQLData Modeling
Logo Whiplash, Brand Perception & Market Impact12% market‑cap dip linked to sentiment
Freddie Mac Loan‑Level AUP Report & Data Quality AuditCaught a material LTV scaling error via exception testing
Hospital Treatment Pricing PredictorStreamlit · SHAP · Fairlearn bias analysis
Consumer Loan ABS Pipeline (CLAPS)Automated eligibility & concentration‑limit testing
Breast Cancer Diagnosis Classification98.2% accuracy · ROC‑AUC 0.996
Pneumonia Detection, CNN & Transfer Learning97.5% validation accuracy
DigiSense, UX Analytics & Satisfaction PredictionLogistic Regression · AUC 0.95
Global CO₂ Emissions Analysis (273 yrs of data)Forecast to 2050 · R² 0.95
Adobe Inc. Valuation Analysis (DCF)80% faster prep · Python + Excel
Customer Churn AnalysisPower BI · DAX
HR Analytics, Kimball Star SchemaPower BI · DAX
Star98 Student Pass‑Rate PredictionXGBoost · R² 0.88
Contraceptive Use Analytics (UCI)R · Power BI
Remote Work Analytics, Polaris TechCluster Analysis
Data‑Driven Decision Making in SQLCUBE / ROLLUP · OLAP
Euro Exchange Rate Storytelling (ARIMA)< 5% MAPE, 2019–2025
Fandango Movie Ratings Bias AnalysisR · Statistical EDA

CREDENTIALS

Certifications

Grouped by provider, most recent first within each.

Google (Coursera / Grow with Google)

Share Data Through the Art of VisualizationOct 2025
Analyze Data to Answer QuestionsSep 2025
Process Data from Dirty to CleanSep 2025
Ask Questions to Make Data‑Driven DecisionsAug 2025
Prepare Data for ExplorationAug 2025
Foundations: Data, Data, EverywhereAug 2025
Business Intelligence CertificateJun 2025
AI EssentialsJun 2025
Agile EssentialsJun 2025
Prompting EssentialsJun 2025
Introduction to Generative AIJun 2025

Bloomberg

Bloomberg Market Concepts (BMC)Jun 2025
Bloomberg Finance FundamentalsJun 2025
Bloomberg Spreadsheet AnalysisJun 2025

DataCamp

Data Analyst AssociateMay 2025
Python Data AssociateMay 2025
SQL AssociateMay 2025
Data Analyst in Power BIMay 2025
Associate Data Analyst in SQL2025
AI Business FundamentalsJan 2025
AI Fundamentals2025
Data Literacy2025

LinkedIn Learning & Other

Python Data Analysis for HealthcareLinkedIn
The Data Science of Healthcare, Medicine & Public HealthLinkedIn
Data Analysis with R ProgrammingGoogle

EDUCATION

Education

Caldwell University
B.S., Computer Science, Minor in Accounting, Caldwell, NJ
Honors Student Presidential Scholarship Recipient Dean's List
RESEARCH PROJECT DAY: 4.5 / 5 USER SATISFACTION
Presented RealtorAI capstone platform to faculty and peers; coursework spanning data analytics, AI governance, and applied statistics.

GET IN TOUCH

Let's talk about the role.

Open to roles in AI governance, cybersecurity, and data analytics. Fastest way to reach me is email.

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