Patrick Attankurugu
Patrick Attankurugu
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Patrick Attankurugu
Patrick Attankurugu

Building AI for financial compliance across Africa

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© 2026 Patrick Attankurugu. All rights reserved.

Tech Stack

Tools for production AI in regulated environments

A practical stack for machine learning, backend APIs, compliance workflows, computer vision, LLM applications, and reliable deployment.

Engineering

Core technologies

Languages

Production model work and typed product interfaces.

PythonTypeScriptJavaScriptSQL

AI and Deep Learning

Training, evaluation, inference, and model packaging.

PyTorchTensorFlowscikit-learnTransformersONNXNumPyPandas

Computer Vision

Identity capture, liveness checks, OCR, and fraud detection.

OpenCVYOLOResNetPaddleOCRLiveness DetectionDocument Verification

LLMs, RAG and NLP

Agentic workflows, retrieval, entity resolution, and compliance Q&A.

LangGraphLangChainLlamaIndexspaCyOpenAI APIGoogle GeminiVector DBs

Web and Backend

Product APIs, admin interfaces, dashboards, and workflow tools.

FastAPINext.jsReactDjangoFlaskREST APIsTailwind CSS

Data and Infrastructure

Operational storage, graph relationships, queues, and deployment.

PostgreSQLNeo4jMongoDBRedisDockerAWSGitHub ActionsLinux
Domain

KYC, KYB, KYE, and AML expertise

KYC

Identity verification, document authentication, biometric matching, and onboarding automation.

KYB

Business verification, UBO detection, corporate registry checks, and entity resolution.

KYE

Employee screening, PEP checks, sanctions checks, adverse media, and ongoing monitoring.

AML

Transaction monitoring, typology mapping, risk assessment, alert triage, and reporting.

Monitoring

Real-time thresholds, behavioral analytics, velocity checks, and geographic risk signals.

Regulatory

FATF recommendations, customer due diligence, enhanced due diligence, and audit trails.

Compliance

Standards and investigation patterns

FATF

AML/CFT recommendations and risk-based compliance principles.

Sanctions

OFAC, UN, watchlist screening, and ongoing monitoring patterns.

Fraud Signals

Deepfake, spoofing, replay, anomaly, and suspicious activity detection.

Agent Workflows

Evidence gathering, case summaries, risk explanations, and SAR drafting.