Abdul F. Tirtayasa

Projects

Data automation, analytics, and AI case studies.

Explore selected projects showcasing practical work across data, automation, AI, and agentic engineering.

Corporate Project

2026

AI AgentAutomationData IntegrationQuality Assurance

AI-Powered Quality Control Checker

Automated quality-control system that uses AI to evaluate customer calls and WhatsApp chat transcripts against SOP, KYC, response-time, product-explanation, and fraud-detection rules, then logs structured results into Google Sheets with email and Excel reporting.

PythonGoogle Vertex AIGemini 2.5 FlashGoogle Sheets APIGoogle Cloud Storage
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Personal Project

2026Source code

Machine LearningDeep LearningComputer Vision

LeNet-5 FashionMNIST Reproduction

A reproducible PyTorch implementation of the LeNet-5 architecture, adapted for FashionMNIST while preserving paper-specific features such as sparse convolutional connections, trainable subsampling, scaled tanh activations, Euclidean RBF outputs, and discriminative MAP loss.

PythonPyTorchtorchvisionNumPyscikit-learn
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Personal Project

2026Source code

AI AgentDeveloper ToolingPresentation Automation

AI-Assisted PowerPoint Creator Runtime

A repository-scoped automation runtime that enables command-line AI agents to create, edit, extract, render, and quality-check professional PowerPoint presentations through repeatable, cross-platform workflows.

PythonJavaScriptNode.jsPptxGenJSMarkItDown
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Personal Project

2026Source code

AI AgentContent AutomationBackend Development

Threads AI Content Operations Agent

A human-in-the-loop AI agent that plans, generates, reviews, illustrates, schedules, and publishes persona-aligned social content through Telegram and the official Threads Graph API.

PythonFastAPISQLAlchemyAPSchedulerGemini
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Corporate Project

2025

AI AgentData AnalyticsAutomationCRM Operations

WhatsApp Lead Alert & AI Data Analyst Bot

Built an internal WhatsApp-based lead monitoring and AI analytics system for a fintech business, combining scheduled CRM alerts, anomaly detection, natural-language-to-SQL querying, chart generation, and automated reporting.

PythonFastAPIPandasSQLAlchemyPostgreSQL
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Corporate Project

2025

AI AgentCustomer Support AutomationCRM AutomationRealtime Dashboard

WhatsApp AI Intake Agent & Human Handoff Dashboard

Built a WhatsApp Business chatbot and operator dashboard for a fintech service provider, combining Gemini-powered intake conversations, structured lead qualification, multimodal document handling, realtime human handoff, CRM synchronization, and operational analytics.

PythonFastAPIUvicornSocket.IOFirebase Realtime Database
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Frequently asked questions

How public case studies handle scope, confidentiality, and project types.

What details are kept private in project case studies?
Project pages publish only approved public details. Private customer data, internal URLs, undisclosed client names, and hidden source-code links are not shown.
What kinds of projects are included?
The public case studies focus on analytics, automation, quality control, applied AI, and agentic engineering work where safe details are available.