Resume
Telecom & AI Engineer · 5G Core Networks · AI/ML Systems · Protocol Engineering
Professional Summary
Telecom & AI Engineer with 15+ years of end-to-end experience delivering mission-critical network solutions and AI/ML systems for Tier-1 global operators. Proven track record of leading complex technical engagements — from 5G/LTE/VoLTE deep-dive root cause analysis and executive-level performance reporting to the architecture of production AI platforms — across customers including Deutsche Telekom, AT&T, Verizon, Telia Sonera, O2, Ooredoo, Vodafone, and Turkcell. At B-YOND, served as the primary technical resource on multi-operator analytics programs and contributed to C-level strategic reporting and R&D initiatives. At Turkcell, led internal automation and intelligence programs directly supporting executive network operations decisions. Currently at Odine Labs, architecting next-generation AI systems — multi-agent LLM platforms, synthetic data pipelines, and V2X intelligence — at the frontier of telecom and AI convergence. Deep expertise in 3GPP standards, protocol-level engineering (C++/Python), and applied ML for AIOps.
Experience
Solution Architect
- Architecting cloud-native AI/ML platform using Kubernetes/OpenShift and GCP Vertex AI, driving a 40% reduction in model deployment cycle time for telecom R&D use cases
- Designed and led delivery of a conversational AI assistant and intelligent document analyzer using LangGraph multi-agent orchestration and FAISS-based RAG pipelines over 3GPP specification corpora
- Built a statistically rigorous synthetic telecom data generation engine (Gamma/Lognormal/Beta/Poisson distributions, ARIMA time series, 5 anomaly modes) underpinning ML training workflows
- Developed V2X sidelink QoS prediction models (XGBoost / Neural Networks) for connected mobility research, advancing the company's 5G-Advanced and C-V2X portfolio
Senior Data Analyst & Scientist
- Delivered end-to-end deep-dive analytics and root cause analysis programs for Tier-1 operators including Deutsche Telekom, AT&T, Verizon, Telia Sonera, O2, and Ooredoo, covering 5G SA/NSA, LTE, and VoLTE domains
- Developed mobility and connectivity prediction models for 5G Core and VoNR for Verizon, improving network reliability KPIs by 25% and contributing findings to quarterly C-level performance reviews
- Architected EPC and 5GC predictive models for 4G-to-5G core migration for AT&T, enabling proactive capacity and quality management during multi-phase network transition
- Built and deployed real-time anomaly detection system sustaining millions of concurrent user sessions during the FIFA World Cup 2023 (Ooredoo Qatar) — zero critical incidents during the tournament
- Delivered automated VoLTE diagnostic and root cause models for Deutsche Telekom group operators (Telenet, Vodafone Ziggo), significantly reducing mean time to resolution for voice quality degradations
- Developed advanced multi-protocol parsers (SIP, Diameter, GTPv2, HTTP/2, PFCP, NGAP) as core components of B-YOND's analytics platform, aligned with latest 3GPP specifications
- Contributed to R&D roadmap initiatives and internal C-level technical reporting frameworks across the company's operator portfolio
Senior Core Network Optimization Engineer
- Conceived and built from scratch a network operations automation and ML-driven anomaly detection platform (Python, SQL, JavaScript) that reduced manual intervention across core network operations by 70%, with results reported at executive level
- Implemented Meta Prophet time-series ML models for predictive 5G/LTE network performance analysis, feeding proactive capacity planning and C-level KPI dashboards
- Spearheaded the VoiceX program — a strategic migration from legacy multi-vendor IMS (Ericsson, Huawei) to a cloud-native Mavenir IMS architecture — executed with zero service downtime across millions of VoLTE subscribers
- Integrated Ericsson ENM, Mavenir XA, and Huawei OSS/BSS systems into a unified operational intelligence layer, consolidating performance data across the full 5G/LTE/IMS stack
- Led internal R&D investigations into 5G core anomaly signatures and automated root cause classification, contributing to Turkcell's AI-for-Networks strategic initiative
Core Network & VoIP Engineer
- Managed mission-critical voice core infrastructure (IMS, PSTN gateway, SBC) serving tens of millions of subscribers across multiple national operators
- Operated an independent VoIP and telecommunications consulting practice, delivering turnkey solutions on Oracle ACME SBC, GENBAND, and Asterisk-based platforms for enterprise and carrier clients
- Built deep operational expertise across the full voice and packet core stack — SIP, Diameter, RTP, SS7 — that forms the technical foundation for all subsequent 5G and AI/ML work
Skills & Technologies
Get in Touch
Interested in working together or have a question? Send me a message.
I'm open to consulting engagements, full-time roles, and collaboration on challenging telecom and data engineering projects.