Over a decade in global telecommunications, specializing in Voice and SMS Firewall products and MNO business relations.
Operational coverage across Southeast Asia, the Middle East, Africa, and the Caribbean. Daily coordination with Infobip's European headquarters, connecting markets across time zones.
Building AI-powered tools for fraud detection, revenue protection, and operational automation. Fluent across Claude Code, Microsoft Copilot, and ChatGPT.
FCDX Champion at Infobip, Q4 2025 and Q1 2026.
Standalone tool that analyzes voice traffic data to automatically detect fraudulent prefix patterns and generate blocking recommendations. Validated across multiple operator deployments. Includes startup automation script for scheduled runs.
AI-assisted spam classification and blocking rule generator for SMS Bypass Detection (SBDX). Analyzes sender patterns, traffic anomalies, and content signals to produce automated blocking recommendations, reducing reliance on manual analyst review.
Dynamic monthly program dashboard that auto-populates from Confluence and JIRA data, tracking deployments, activity timelines, achievements, product improvements, and team metrics.
Replaced manual PowerPoint reporting for the FCDX Champions team.
PingOcean's Excel export is broken. Only PDF works, leaving analysts with unusable raw output.
This tool parses both PDF and Excel PingOcean penetration test reports, reconstructs the data, auto-generates Gatekeeper-ready IDP prefix blocking rules (configurable 4–8 digit length), and renders 4 visual charts: Brands Penetrated, Voice Leakage Source Countries, OTT Channels, and Test Results Distribution.
100% client-side, zero installation.
This entire site was vibe-coded using Claude (claude.ai), designed, built, and iterated through natural language prompts without writing a single line of code manually.
A live demonstration of what an AI-augmented specialist can ship independently.
Selected as FCDX Champion for Q4 2025 and Q1 2026. Beyond product advocacy, built and deployed three AI-powered tools using Claude Code into live operations: a Voice Prefix Leakage Detector, a PingOcean Penetration Test Converter (83% time reduction), and an automated monthly reporting dashboard. Drove internal AI adoption from zero to documented enterprise workflows within 7 weeks. 37 hours logged, 45 Confluence artifacts created.
Providing ongoing SMS firewall expertise including traffic monitoring, leakage prevention, and strategic implementation to enhance firewall efficiency and protect A2P revenue streams.
Supporting Smart Cambodia's SMS firewall operations with proactive traffic analysis, leakage detection, and firewall optimization strategies to drive sustainable monetization.
Advising on SMS firewall strategy, traffic leakage prevention, and revenue protection initiatives to strengthen Teletalk's A2P monetization position in the Bangladeshi market.
Delivered SMS firewall strategy and A2P monetization support for Korek Telecom, the fastest-growing mobile operator in Iraq with nationwide coverage serving 32 million+ inhabitants. Focused on traffic monitoring, grey route elimination, and sustained revenue protection in a complex, high-stakes market.
via InfobipProvided SMS firewall expertise to Smart Communications, the Philippines' largest mobile operator with over 59 million subscribers and 5G network coverage spanning 96% of the country. Implemented leakage prevention strategies and firewall optimizations to protect A2P revenue at national scale.
Supported Digicel's SMS firewall operations across the Caribbean, where the operator serves 14 million+ customers in 25 markets spanning Jamaica, Haiti, Trinidad, and beyond. Delivered traffic monitoring and grey route mitigation strategies tailored to a multi-market, multi-country operational environment.
Partnered with Ethio Telecom, the largest mobile operator in Africa with 83 million subscribers and a dominant 93% market share in Ethiopia. Applied SMS firewall best practices and revenue protection frameworks to one of the continent's most significant telecom engagements.
Delivering traffic monitoring, grey route leakage prevention, and strategic firewall implementation to maximize SMS revenue protection for one of Indonesia's largest MNOs.
Implemented targeted SMS firewall improvements and leakage prevention strategies to boost Banglalink's A2P revenue efficiency during a focused engagement period.
Delivered end-to-end SMS firewall consulting including traffic monitoring frameworks and leakage mitigation strategies, enhancing revenue protection for Taiwan Star's A2P business.
Drove SMS firewall optimization and grey route leakage reduction for MPT, one of Myanmar's leading operators, supporting measurable improvement in A2P revenue capture.
Managed Telkomsel's international voice roaming, A2P messaging, and SMS firewall operations, coordinating with partners, maintaining service quality, and implementing traffic protection strategies at scale.
Ensured stable and reliable internet connectivity for Telkom's enterprise B2B customers by overseeing peering integration, coordinating with local providers, and maintaining consistent service delivery standards.
Managed the CDN partnership with Akamai, handling technical coordination, SLA monitoring, and issue escalation to maintain optimal content delivery performance across Telin's network infrastructure.
Operated and maintained the CDN partnership with Verizon, ensuring seamless service performance, coordinating escalations, and optimizing delivery routes across Telin's global infrastructure.
Maintained the CDN partnership with Google, overseeing peering integration, day-to-day technical coordination, and service performance optimization to support Telin's content delivery operations.
Coordinated the CDN partnership with Meta (Facebook), managing technical operations, issue resolution, and service continuity to ensure reliable delivery of Meta platform traffic across Telin's network.
Handled the CDN partnership with Conversant, overseeing day-to-day technical coordination and service performance to support digital advertising content delivery through Telin's infrastructure.
Managed Data Center operations and cloud infrastructure coordination with AWS, ensuring service reliability, handling escalations, and maintaining consistent performance standards for Telin's enterprise clients.
Drive A2P SMS monetization for mobile network operators across Southeast Asia and beyond, leveraging in-depth knowledge of SMS and Voice firewall technologies.
Identify and close grey route leakage, enhance firewall product performance, and build direct working relationships with MNOs and aggregators.
Analyze international SMS traffic patterns to surface monetization opportunities and deliver measurable revenue growth.
Recognized as FCDX Champion for Q4 2025 and Q1 2026. Built and deployed AI-powered tools using Claude Code, automating fraud detection and operational workflows with up to 83% time reduction. Logged 37+ hours of AI-driven development across 45 Confluence artifacts, driving internal AI adoption from zero to enterprise-level workflows within 7 weeks.
Led senior-level operations across Telin's messaging, voice, and digital service platforms, spanning A2P SMS, VoIP, CDN, Layer 3 & 7 security, Data Center Colocation, and international roaming.
Served as the primary technical escalation point, ensuring platform stability and SLA compliance across interconnected services and global partners.
Managed complex cross-service troubleshooting covering CDN, Cyber Security, IPX/GRX Roaming, Neutrafix, SMS, Voice, and Data Center operations. Combined on-site technical response with remote coordination to resolve infrastructure issues within SLA, while bridging communication between global partners and internal teams.
Handled technical fault resolution for enterprise B2B connectivity services including IP Transit, Layer 3 & 7 security, and CDN. Coordinated with global and local partners to maintain network peering routes and ensure continuous, reliable service for business clients.
Monitored the health of Telin's full technical service stack using Cacti, looking glass tools, and alarm systems. Played a critical role in early incident detection, triaging whether issues required direct resolution or team escalation to minimize service disruption and response time.
Managed ongoing communication with global telecom partners, coordinated local technical resources for on-site issues, and tracked fault resolution progress end-to-end within defined SLA frameworks. Acted as the key interface between customers and internal engineering teams.
Managed the full lifecycle of digital advertising campaigns, from briefing through launch. Coordinated across campaign, sales, and C-level stakeholders to align on objectives, timelines, and delivery, ensuring campaigns went live on schedule and within agreed parameters.
Free, self-paced courses from Anthropic Academy covering Claude Code fundamentals, prompt engineering, tool use, and the Model Context Protocol (MCP). Courses include hands-on labs and certifications upon completion. Tracks span AI Fluency, Product Training, and Developer Deep-Dives — accessible to both technical and non-technical learners.
Named FCDX Champion for Q4 2025 and Q1 2026 in recognition of exceptional contribution to Infobip's Flash Call Detection Accelerator program. Shipped 4 AI-powered tools using Claude Code into live telecom operations, logged 37+ hours of AI-driven development, and drove internal AI adoption from zero to documented enterprise-level workflows across 45 Confluence artifacts within 7 weeks.
Recognized as Infobip Indonesia's Best Talent — an internal award given to standout performers within the Indonesian team who demonstrate exceptional skill, initiative, and contribution to business outcomes. Reflects consistent high performance in A2P SMS monetization and MNO relationship management.

Awarded Best on Duty by Telin in recognition of outstanding performance and dedication in operational roles. Given to engineers who demonstrate exceptional reliability, technical skill, and commitment to SLA compliance across complex multi-service environments.
Certification from Imperva covering the evolving DDoS threat landscape, including attack types (application layer, network layer, DNS amplification), geopolitical attack patterns, and strategic defense recommendations. Based on Imperva Threat Research data from real-world mitigated attacks. Issued by Imperva, a leading provider of cybersecurity solutions for applications and data.

Awarded Best on Duty by Telin in recognition of outstanding performance and dedication in operational roles. Given to engineers who demonstrate exceptional reliability, technical skill, and commitment to SLA compliance across complex multi-service environments.
Introductory data analytics course from RevoU — Indonesia's largest professional skilling platform. Covered foundational skills in data analysis, SQL, Python, and data visualization. RevoU's curriculum is designed by industry practitioners to simulate real analyst workflows, with a strong focus on practical, portfolio-ready projects.
JNCIA-Junos is the associate-level certification in Juniper Networks' routing and switching track, validating foundational knowledge of the Junos OS and core networking concepts. Covers Layer 3 interfaces, routing tables, OSPF, static routes, firewall filters, and troubleshooting. Serves as the entry point for the Juniper Networks Certification Program (JNCP), valid for 3 years.

Certified in Genie Networks' scrubbing center technology — a DDoS mitigation platform used by ISPs and telecom operators to detect, divert, and clean malicious traffic before it reaches the target network. The Genie Scrubbing System provides multi-layered protection against volumetric and application-layer attacks, commonly deployed in carrier-grade environments.
CCNA is one of the most recognized networking certifications in the industry, validating the ability to install, configure, operate, and troubleshoot small to medium-sized networks. Covers routing and switching fundamentals, VLANs, inter-VLAN routing, OSPF, EIGRP, IPv4 and IPv6 addressing, network security basics, and WAN technologies. Issued by Cisco, valid for 3 years.
Cisco Networking Academy program covering foundational and intermediate networking concepts including routing, switching, VLANs, OSPF, EIGRP, and WAN technologies. The curriculum progresses from Introduction to Networks through Routing & Switching Essentials and Scaling Networks, using Cisco Packet Tracer simulations alongside hands-on lab work to prepare for the CCNA certification exam.
Part of BINUS University's double degree program in Management Information Systems — combining Information Systems and Management to bridge the gap between IT and business. The program prepares graduates for leadership roles in IS-driven organizations, equipping them with both technical knowledge and strategic business thinking. BINUS is one of Indonesia's leading private universities, globally recognized for its technology and business faculties.
Second degree in the BINUS double degree program, pairing Economics with Information Systems to develop a multidisciplinary perspective on how technology drives business value. Graduates are positioned to excel in both technical and commercial roles within multinational corporations, government organizations, and the entrepreneurial sector.
Short course in International Business from Manchester Metropolitan University, one of the UK's largest universities with a globally accredited business school (EFMD-accredited, Gold in TEF 2023). The programme developed practical understanding of international business management, cross-cultural working practices, and global market dynamics — delivered to an internationally diverse cohort of students and professionals.
Gold Award for Best Business Presentation, received during the Manchester Metropolitan University International Business short course. Awarded for outstanding delivery, clarity of communication, and strategic content in a competitive presentation assessed by university faculty alongside an international peer group.
Open to new opportunities, collaborations, and conversations about telecom, A2P monetization, and network engineering.