Maps & Place-Based Risk
Geospatial decision intelligence
Choropleths, ranked places, drill-down patterns, and risk maps for housing, care access, and transit resilience.
Economist · Data & Analytics · Product Builder
Public data, turned into working decision products.
I'm Jean-Luc Saint-Fleur. I build production tools that translate public data into decisions across housing, healthcare, finance, transportation, and economic policy — with traceable methods and honest uncertainty.
7deployed products
23Tableau Public visualizations
12+public data sources
3geospatial decision tools
Skillsets shown in the work
Each skill links to evidence in the live portfolio, not a generic progress bar.
Forecasts & Scenarios
Analytical modeling for choices
Forecast bands, scenario simulators, anomaly views, and plain-language uncertainty for financial and economic decisions.
Models & Operators
ML, segmentation, and model cards
Retention modeling, calibration, segment playbooks, and decision thresholds framed for business users.
Pipelines & QA
Reproducible public-data products
Public datasets are transformed into validated outputs with source provenance, caveats, and schema gates where repo-backed.
Dashboards & UX
Executive interfaces that invite action
Dense but readable dashboards, clear KPI hierarchy, mobile layouts, dark mode, and export-oriented workflows.
Narrative & Strategy
Business translation for stakeholders
Each app turns technical analysis into “what it means,” “what to do next,” and “what to trust.”
Featured portfolio projects
EconOS is the centerpiece. The remaining products show breadth across sports, housing, healthcare, finance, transit, retail, and community impact.
Centerpiece Project · Economics
EconOS turns macroeconomic forces into household-level decisions.
It combines sourced economic indicators, household impact framing, research views, forecasts, and policy scenarios into a live intelligence platform.
MacroeconomicsForecastingEconomic simulationPolicy scenarios
Compet 2026
Sports Analytics · Product Design
World Cup intelligence for a live tournament.
Tracks matches, groups, knockout progress, leaders, maps, and tournament state in a mobile-first product.
Sports analyticsInteractive mappingMobile UX
ShelterShield
Housing · Community Development
See displacement before it happens.
Ranks NYC tracts where preservation and production capital can protect affordable housing.
Composite indexGeospatialPrioritization
CareShed
Healthcare · Public Health
Mapping America's care-access deserts.
Scores U.S. counties so scarce health-equity resources reach highest-need communities.
Composite indexCounty mapHealth equity
PulseCredit
Financial Services · FinTech
See the strain before it breaks.
Forecasts credit stress, tests unemployment shocks, and flags complaint anomalies.
ForecastingScenario modelAnomaly detection
TransitShield
Transportation · Climate
Which stations fail first when the climate turns.
Ranks subway stations by climate exposure, reliability pressure, and riders at stake.
GeospatialClimate riskHardening list
Marketplace Compass
Retail · E-Commerce
Turn every order into a decision.
Combines churn modeling, RFM segments, and CLV tiers for retention decisions.
Validated MLSegmentationModel card
Tableau
Four dashboards, embedded and interactive.
A curated selection from 23 published vizzes — a traffic-ticket heat map, the NYS nonprofit database, an in-depth NYC collisions analysis, and an executive profit dashboard — each embedded interactively on the Tableau page, with the full collection on Tableau Public.
Capability coverage
A fast read on what each product proves, with a table fallback for assistive technology.
| Capability | Compet | Shelter | Care | Pulse | Transit | Market | Econ |
|---|---|---|---|---|---|---|---|
| Geospatial analysis | Yes | Yes | Yes | No | Yes | No | No |
| Composite scoring | No | Yes | Yes | No | Yes | No | No |
| Forecasting or scenario | Yes | No | No | Yes | Yes | Yes | Yes |
| Validated ML model | No | No | No | No | No | Yes | No |
| Anomaly detection | No | No | No | Yes | Yes | No | No |
| Segmentation | No | Yes | Yes | No | No | Yes | No |
| Prioritization | No | Yes | No | No | Yes | No | No |
| Sourced methods | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Beyond the work
The same person who builds the dashboards: a former college soccer captain from Brooklyn who still plans trips around football matches.
About
Built from the work, not around it.
I build technology inspired by the communities I serve. With nine years administering federal grant, contract, and program portfolios — currently steering LISC New York's statewide HUD Section 4 portfolio and a $6M+ NYCHA PACT task-order portfolio, and leading LISC NY's AI and data strategy — I find problems in affordable housing, workforce development, and government-funded programs, then design, build, and ship products that solve them.
The foundation is economics: a B.A. and an M.S. from Brooklyn College's Koppelman School of Business, later sharpened by General Assembly's Data Analytics Immersive and Columbia Engineering's AI Engineering Boot Camp. Nine years across The Doe Fund and LISC taught me how government-funded programs actually run — contracts, compliance, budgets, and the people behind them — which is why every product here starts from a real operating problem rather than a dataset.
The rest of the story is in the photos above: captain of Brooklyn College's soccer team, NCAA Division III honors, trips planned around football matches, and a Haitian heritage I build for directly — KonekTravay, my AI job-access platform, works over WhatsApp in Kreyòl, French, and English because that is what its users actually have.
Career at a glance
2024 —LISC New York · Senior Community Development Officer
2017 – 24The Doe Fund · Director of Business Operations
2025Columbia Engineering · AI Engineering Boot Camp
2023General Assembly · Data Analytics Immersive
2017 / 18Brooklyn College · B.A. Economics, M.S. Business Administration
Jean-Luc A. Saint-Fleur
Senior community-development professional · AI & software engineering · New York, NY. This portfolio spans ingestion, modeling, geospatial and statistical analysis, machine learning, and production web delivery, with a consistent emphasis on reproducibility and uncertainty.
ResumeView & download PDF
Emailskjantoine@gmail.com
LinkedInlinkedin.com/in/jsaintfleur
GitHubgithub.com/jsaintfleur
English · Français · Kreyòl Ayisyen