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Frengki Josua Purba

FRENGKIJOSUAPURBA.

IMPLEMENTATION SCOPE

ABOUT.

Frengki Josua Purba
SOFTWARE SYSTEMS,
IMPLEMENTED WITH
EXPLICIT SCOPE.

Software Developer based in Jakarta, Indonesia. Implementation scope: web applications, business workflows, Android software, desktop tools, machine learning, and computer vision.

Project coverage includes Laravel CRM, React and Astro interfaces, Kotlin Android development, C# desktop concepts, Python data pipelines, OpenCV processing, and PEGA workflow modules.

CAPABILITIES.

01
01

Web & Application Engineering

Implement responsive UI, authentication, RBAC, REST APIs, relational data, SEO metadata, and static or server deployment workflows.

02
02

BUSINESS SYSTEMS &DASHBOARDS

Implement CRM modules, project pipelines, document workflows, permissions, reporting, moderation, and operational data views.

03
03

Interface Systems & Prototypes

Translate product requirements into component hierarchies, navigation flows, bilingual state, design tokens, and high-fidelity prototypes.

04
04

Android, Desktop & Interactive Software

Develop Kotlin Android applications, C# desktop concepts, local data storage, device-oriented workflows, state validation, and interactive game logic.

05
05

Machine Learning, NLP & Computer Vision

Implement preprocessing pipelines, classification models, inference flows, model evaluation, contour detection, and image segmentation.

06
06

Enterprise Workflow & Automation

Implement case-management concepts, role-based routing, validation, document handling, approval flow, and operational process automation.

PROCESS.

01

Define Scope

Record user goals, system constraints, data requirements, and acceptance criteria.

02

Map Architecture

Define component hierarchy, data flow, route structure, state boundaries, and integration points.

03

Implement System

Build interface, application logic, validation, persistence, and external service integration.

04

Verify Workflow

Test primary flows, edge cases, responsive states, accessibility, and failure handling.

05

Prepare Delivery

Run build checks, inspect diffs, verify deployment configuration, and document remaining constraints.

IMPLEMENTATION EVIDENCE.

Verified scope from 12 projects across web systems, mobile software, desktop concepts, enterprise workflow, machine learning, computer vision, and algorithmic interaction.

Business Systems

Implemented CRM and dashboard workflows covering clients, projects, surveys, proposals, tasks, permissions, documents, moderation, audit records, and reporting.

Interface Systems

Implemented responsive company websites and mobile prototypes using reusable components, bilingual state, structured navigation, and defined interaction flows.

Cross-Platform Software

Developed Kotlin Android applications, C# and .NET desktop concepts, Python desktop utilities, and interactive Pygame logic.

Enterprise Workflow

Applied PEGA case-management concepts for role-based routing, validation, document handling, approval states, and operational processes.

Machine Learning & Computer Vision

Implemented preprocessing, decision-tree and gradient-boosting classification, NLP pipelines, model inference, evaluation, OpenCV contour detection, and image segmentation.

Algorithms & State Logic

Implemented finite-state transitions, move validation, win-loss conditions, search logic, and interactive problem-solving behavior.

WORK PRINCIPLES.

Implementation rules for structure, interaction, dependency scope, and delivery verification.

01

"Structure before styling."

Define content hierarchy, state boundaries, data flow, and interaction rules before visual refinement.

02

"Interaction must expose state."

Motion, feedback, loading, errors, and controls must communicate the active system state.

03

"No dependency without scope."

Add libraries, services, and abstractions only when a verified implementation requirement exists.

CURRENT STUDY.

Active study areas. No production-level claim unless supported by a completed project.

AI Agents & Automation

Study scope: tool calling, LLM orchestration, task decomposition, retrieval workflows, and multi-agent coordination.

Cloud & DevOps

Study scope: containerization, CI/CD, infrastructure as code, deployment topology, observability, and failure recovery.

Cybersecurity & Linux

Study scope: system hardening, permission models, network auditing, defensive configuration, and Linux administration.

Embedded Systems & IoT

Study scope: microcontrollers, firmware structure, telemetry, serial communication, edge processing, and hardware-software integration.

Data Engineering & System Design

Study scope: ETL pipelines, storage models, caching, queues, service boundaries, and distributed system trade-offs.

Blockchain & Web3

Study scope: smart contracts, EVM execution, wallet interaction, decentralized state, and cryptographic verification.

PROJECT SCOPEREADY FORTECHNICAL REVIEW.