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omrigalor/README.md

Omri Galor

Economist, quantitative researcher, and product builder. I spent four years in Model Risk at Deutsche Bank evaluating what models actually establish and where they fail, then moved into venture investing, founded a relationship-research product, and began building research systems end to end.

One year of building

28 featured models & apps · 62 AI agents built · 3 patented model families

Everything below was built or turned into a working, inspectable public project within one concentrated year. The collection spans econometrics, AI agents, sales systems, finance, medicine, climate research, biocomputing, fusion, quantum error correction, energy, lunar resources, economic history, and aerospace simulation.

Explore the visual portfolio → omrigalor.com

Start here — Science & Engineering

These projects lead with a concrete scientific or engineering question and an inspectable model. The order matches the visual portfolio.

Project What to explore
Global Human Development Simulator Test how migration, trade, technology, and household choices shape long-run human development.
Closed-Loop Bayesian Battery MRI & Experiment Design Engine Design the next battery test to distinguish hidden causes of damage.
Organoid Intelligence & Silicon Resilience Benchmark Compare brain-inspired software and silicon-style AI under the same memory disruption.
Adaptive Volumetric Light-Field Synthesis Design one holographic light pattern that reconstructs an object across several depths.
Adaptive Lunar Mining & Additive Construction Systems Model Match Moon-soil processing to local material and test the choice on unfamiliar compositions.
Constraint-Aware Fusion Burn & Plasma Stability Control Model Control plasma position and burn temperature together under disturbances.
Exact Topological Quantum Error-Correction Threshold Laboratory Check whether a correction actually protects quantum information, beyond clearing error warnings.
Reusable Rocket Booster Landing Intelligence Test rocket landing controls against difficult winds, target misses, and fuel limits.

More Science & Engineering

Project What to explore
Drag-Aware Vehicular Airflow Recovery Intelligence Find the narrow conditions where recovered airflow beats its own drag
Stratospheric Aerosol Research Risk Model Put governance and tail risk inside the model
Marine Cloud Albedo Research Simulator Test whether a modeled cloud signal can be detected responsibly
Route-Adaptive Mobile Carbon Capture Systems Model Co-design capture hardware, storage and depot timing on real routes
Hybrid Lunar Propellant, Oxygen & Metals Systems Model Combine polar water ice and molten regolith into one mission-output ledger
Longevity Intervention Evidence Engine Rank longevity hypotheses without hiding translation risk
Stochastic Human-Motion Web Extraction Engine Extract structured web data through modeled human browsing
Grounded Compliance Decision-Agent Training & Evaluation Engine Teach an agent when to answer, clarify or escalate from exact policy clauses
Intra-Ancestral Compatibility Engine Understanding long-term compatibility
Employee Attrition Predictor Explore a hypothesis behind employee turnover

Finance & Investing

Project What to explore
Autonomous Venture Sourcing & Thesis Intelligence Engine Turn public company evidence into an auditable deal pipeline
Systemic Contagion & Optimal Capital-Intervention Engine Trace cascades and place limited capital where it prevents the most damage
AI Investment Diligence Workspace Turn company materials into investment questions
Startup Investment Ranking Simulator See what drives an investment ranking
Credit-Risk Predictor Investigate a quantitative credit-risk hypothesis

Sales & GTM

Project What to explore
Real-Time Sales Conversation Copilot Live guidance for what to say next on a sales call
Autonomous BDR Research & Outreach Intelligence Brain Research accounts, map pain to products, and draft the next outreach move
Sales Account & Product Propensity Model Rank accounts and product fit before outreach
Pre-Call Account Intelligence & Discovery Planner Turn sourced account evidence into the next discovery conversation
Enterprise Workflow AI Agent Portfolio Production-style agents for real operating workflows

Additional repositories

Earlier tools and econometric studies remain available on GitHub.

Repository Model
Cultural Distance Outcome Models Standalone quadratic specifications for relationship and family-outcome research.
Augmented Synthetic Control Builds a counterfactual from weighted untreated units and tests the result with placebos.
Staggered Adoption Lab Estimates event studies when cities, firms, or countries adopt a policy at different times.
Structural Auction Lab Recovers latent bidder values from first-price bids and tests reserve-price counterfactuals.
Grid Stability Control Tests constrained battery response against generation-loss frequency disturbances across a multi-area grid.
Fintech Sales Propensity Ranks fintech prospects across fit, win likelihood, and value while retaining evidence and uncertainty.
Calorie & Deficit Planner Turns a goal and daily activity into a local-only calorie, macro, and time-to-goal planning view.

How I build

  • Provenance over output. A score should trace back to the evidence that produced it.
  • Calibration is part of the deliverable. I publish where a model ranks reliably and where it cannot support an individual claim.
  • Adversarial validation. Independent checks, placebo tests, and counterfactuals are used to expose fragile conclusions.
  • Limits stated up front. Research prototypes, simulations, and illustrative medical or aerospace systems are labeled as such.

Portfolio · LinkedIn · New York

Popular repositories Loading

  1. ai-investment-diligence-workspace ai-investment-diligence-workspace Public

    AI investment-diligence workspace that structures company materials into evidence, risks, valuation scenarios, and review questions.

    TypeScript

  2. intra-ancestral-compatibility-engine intra-ancestral-compatibility-engine Public

    Inspectable relationship-compatibility evidence engine built from cultural-distance and longevity research.

  3. calorie-deficit-planner calorie-deficit-planner Public

    Goal-based calorie and deficit planning app with BMR/TDEE forecasts, macro inference, exercise adjustments, and local-only storage.

    JavaScript

  4. ai-agent-portfolio ai-agent-portfolio Public

    Production-style AI agents for a custom-orthotics DME company: recruiting, referral intake, claims denial-prevention, reimbursement. Three run as no-server browser apps.

    HTML

  5. llm-compliance-data-pipeline llm-compliance-data-pipeline Public

    LLM pipeline that generates, validates, judges, dedups, and blind-evaluates a QA training dataset from a company's compliance/ToS documents.

    Python

  6. fintech-sales-propensity fintech-sales-propensity Public

    Sanitized fintech AR/AP account-propensity system blending fit, calibrated win likelihood, and value.

    Python