Edwin Baktian | AI Builder | AI Deploy Network

About Edwin

AI automation and integration leader with 25 years of enterprise technology experience. Hands-on expertise in n8n workflow architecture, multi-LLM orchestration (ChatGPT, Gemini, DeepSeek, Ollama), API/Webhook integrations, and enterprise process automation. Experienced in bridging AI capabilities with complex business operations, system analysis, and project delivery

Professional profile

Location: Indonesia
Time zone: Asia/Jakarta
Work mode: Remote
Availability: Available Within 2 Weeks
AI experience: 3+ years
Industry experience: 25+ years
Languages: English, Indonesian
Typical response: Same business day
Preferred engagement: Small (individual or single team)
Travel: No travel
Available in: Indonesia, Singapore

Proven on the network

Implementation records and publicly available work, where published.

2 AI Deployments delivered, including 2 publicly identified implementations available to inspect.

Reported business outcomes

Hours Automated160 hours
period not specified
Automated 160 hours (period not specified)

Builder-reported outcomes, recorded on deployment and case study records that AI Deploy Network reviewed before publication. AI Deploy Network does not currently capture a measurement basis or calculation methodology for reported outcomes, so none is shown.

What Edwin builds

Implementation domains listed on this profile. Evidence-supported items are identified separately below.

Specialisations

Agentic Workflows

Builder-listed deployment types

AI Agent
Back Office Automation
Business Intelligence
Decision Automation
Employee Self-Service
Process Automation
RAG System
Recruitment Automation
Self-Service Assistant
Talent Screening
Task Automation
Workflow Automation

Show all deployment types

Self-Service Assistant
Talent Screening
Task Automation
Workflow Automation

AI Deployments

Real AI implementations demonstrated through evidence.

01 / AI DeploymentPublished record

Enterprise HR Automation & Local RAG Platform

An end-to-end recruitment intelligence system featuring automated CV collection, candidate scoring, dynamic CV generation, and local RAG capabilities deployed on Kubernetes with automated observability and evaluation quality gates.

80 hours automated / per month

IT Services & Systems Integration · AI Agent · RAG System · Workflow Automation

View Deployment

02 / AI DeploymentPublished record

ERP - Telegram : Virtual Intelligent Resource for Growth & Operations (Virgo)

End-to-end ERP integration & automation via Telegram across HR, Sales, Project, Outsource, and Training. Centralizes communication, eliminates manual waiting times, and enables real-time data-driven decision-making.

80 hours automated / per month

HR & Staffing · Back Office Automation · Business Intelligence · Decision Automation · Employee Self-Service · Process Automation · Recruitment Automation · Self-Service Assistant · Talent Screening · Task Automation · Workflow Automation

View Deployment

Implementation capabilities

Evidence-supported means linked to a published Deployment or Case Study; other capabilities are Builder declared.

Evidence-supported

AI Agent2 records
Back Office Automation2 records
Business Intelligence2 records
Decision Automation2 records
Employee Self-Service2 records
Process Automation2 records
RAG System2 records
Recruitment Automation2 records
Self-Service Assistant2 records
Talent Screening2 records
Task Automation2 records
Workflow Automation4 records

Show all evidence-supported capabilities

RAG System 2 records
Recruitment Automation 2 records
Self-Service Assistant 2 records
Talent Screening 2 records
Task Automation 2 records
Workflow Automation 4 records

Builder declared

Agentic Workflows

Technology

Technologies listed by the Builder, distinguished by published evidence.

Evidence-supported

Docker2 records
Java2 records
JavaScript2 records
Kubernetes4 records
PostgreSQL2 records
Python2 records
n8n4 records

Builder declared

ASP.NET Core
AWS
Alibaba Cloud
Amazon S3
Angular
Apache Kafka
CapCut
ClickHouse
ClickUp
CockroachDB
Confluence
Confluent
DigitalOcean
Discord
Django
Docker Swarm
ERPNext
Google Cloud
OpenShift
PHP

Industry experience

Published Deployments support the listed counts. Other industries are Builder declared.

HR & Staffing

1 published Deployment

IT Services & Systems Integration

1 published Deployment

Capital Markets & Investment

Builder declared

Cloud & Infrastructure Providers

Builder declared

Data & Analytics

Builder declared

Software & SaaS

Builder declared

Case Studies

Published narratives of implementation and results.

IT Services & Systems Integration · AI Agent · RAG System · Workflow Automation

Enterprise HR Automation & Local RAG Platform

Built an end-to-end AI-powered HR automation and Local RAG platform to streamline resume intake, candidate scoring, and standardized CV generation. The solution reduced manual candidate evaluation time by over 80% while establishing an automated, observable Kubernetes deployment pipeline.

Read case study

ERP - Telegram : Virtual Intelligent Resource for Growth & Operations (Virgo)

Virgo is an initiative designed to integrate the ERP ecosystem into the Telegram platform, bridging the gap between fragmented operational communication and data management. This solution transforms Telegram into a centralized, intelligent "single point of communication" that automates cross-departmental workflows, enhances data accuracy, and accelerates business decision-making.

Read case study

Trust & verification

A closer look at how this profile and its evidence are reviewed.

Community Member

AI Case Studies verified

Published evidence is reviewed against the AI Deploy Network Evidence Standard.

How verification works

Community

Verified Builder

Independently reviewed by AI Deploy Labs against the platform Evidence Standard.

AI Case Studies Verified

How this is verifiedWhat the platform has established, and what remains builder-declared.

Identity and organisation: Identity checks confirm that the person presenting this profile controls the account and the professional identifiers attached to it, such as a LinkedIn profile. Organisation membership is confirmed by the organisation, not self-declared by the builder.
AI Deployments: An approved AI Deployment is an implementation record the builder submitted and the platform reviewed against the Evidence Standard before publication. Approval confirms the record is complete, coherent and consistent with the supporting material provided — it is not an audit of the client's systems.
Business outcomes: Outcome figures are recorded by the builder on the deployment or case study that produced them, and are reviewed at publication. Aggregates shown on this profile are calculated from those approved records only.
Evidence: Supporting evidence comes from the records the builder published on this platform: approved AI Deployments, published AI Case Studies, verification outcomes and organisation participation.
Currency: Older evidence continues to count and is never removed. Recency is presented separately through Professional Currency so that current expertise can be assessed alongside historical work.
Traceability: Every figure on this profile can be followed to the record that produced it. Open the linked AI Deployment or AI Case Study to read the outcome exactly as it was reported.

The platform does not independently audit client systems or financial records. How this is verified

Professional record and further evidence

Client Portfolio

Portfolio started

PT Padepokan Tujuh Sembilan
Automation • Professional Services
Indonesia2025
2 AI Deployments2 AI Case Studies10 Evidence Items
Hours
160
View Related AI Deployments →

Professional Certifications

Some recognition

The AI Engineer Course 2026 : Complete AI Engineer Bootcamp
365 Careers
Issued Mar 2026 • Expires Mar 2028

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