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Phase 2 — Data Controls & Security Enforcement

Wednesday Series Phase 2 — Data Controls & Security Enforcement


Data Privacy in Financial Services

Data Privacy in Financial Services

SS05 - Contrast reversible and irreversible de-identification under compliance rules

Nov 24, 2025

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14 min read

Building Explainability Dashboards with SHAP and LIME

Building Explainability Dashboards with SHAP and LIME

WS04:How to generate visual feature attributions that pass regulatory audit reviews

Nov 19, 2025

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13 min read

Interpretability as Evidence for Oversight

Interpretability as Evidence for Oversight

SS04 - Using explanations to justify model behavior to audit and committees

Nov 16, 2025

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12 min read

Qdrant & Weaviate: Vector Indexing with PII Controls

Qdrant & Weaviate: Vector Indexing with PII Controls

WS03 - Enabling semantic search while filtering regulated customer attributes

Nov 12, 2025

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15 min read

How Embeddings Represent Meaning and Similarity

How Embeddings Represent Meaning and Similarity

SS03 : Understanding semantic space behavior and what it means for enterprise search

Nov 9, 2025

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16 min read

Building Compliant RAG with LangChain + Postgres Vector Store

Building Compliant RAG with LangChain + Postgres Vector Store

WS02 : How to build retrieval pipelines for KYC and claims processing that regulators will approve

Nov 5, 2025

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12 min read

Why Retrieval Beats Fine-Tuning in Regulated Environments

Why Retrieval Beats Fine-Tuning in Regulated Environments

SS02 : The architectural decision that determines whether your AI project survives compliance review

Nov 2, 2025

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13 min read

Building Audit-Ready ML Monitoring with Prometheus, Loki & Grafana

Building Audit-Ready ML Monitoring with Prometheus, Loki & Grafana

WS01 - Why your fraud model needs a flight recorder and how to build one. The practical monitoring stack that keeps regulators happy and your models healthy

Oct 29, 2025

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22 min read

How Banks Approve AI Systems: The Governance Lifecycle

How Banks Approve AI Systems: The Governance Lifecycle

SS01 - The real journey from "model ready" to "model in production"

Oct 26, 2025

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19 min read

The MLOps Mandate – Building Trustworthy AI in Finance

The MLOps Mandate – Building Trustworthy AI in Finance

WS00 - Making Your AI Models Ready for Real-World Banking (Even If You're Starting From Scratch)

Oct 23, 2025

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15 min read

The AI Family Tree - Understanding AI, Machine Learning, and Deep Learning

The AI Family Tree - Understanding AI, Machine Learning, and Deep Learning

Episode CF05 : When "AI" Became a Marketing Masterpiece

Oct 17, 2025

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15 min read

When AI Went to Sleep - The Cautionary Tale of the AI Winters

When AI Went to Sleep - The Cautionary Tale of the AI Winters

Episode CF04: The Prediction That Aged Like Milk

Oct 16, 2025

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17 min read

The AI That Knew It All [The Brilliant, Brittle World of Expert Systems]

The AI That Knew It All [The Brilliant, Brittle World of Expert Systems]

Episode CF03: History of AI Evolution

Oct 15, 2025

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16 min read

The Three Tiers of AI [The Specialist, The Human, The Oracle]

The Three Tiers of AI [The Specialist, The Human, The Oracle]

Episode CF02: Defining AI

Oct 14, 2025

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18 min read

What is Artificial Intelligence ?

What is Artificial Intelligence ?

Episode CF01 : [And Why It's More Like a Puppy Than a Brain] When the AI Discovered Infinite Treats

Oct 13, 2025

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14 min read

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