AI SaaS design, workflow automation, agentic operating models, product-to-platform execution
ShuvoTechnology Leadership, AI & SoftwareBuilding IntelligentSystems With Purpose
I help turn ideas into practical AI, modern software, and scalable systems
AI Leadership Software Architecture Cloud Systems
Engineering leader focused on applied AI, product thinking, and modern software that creates measurable impact
GitHub Contributions Across @Personal and @Professional Profiles
279 contributions in the last year
JulAugSepOctNovDecJanJanFebAprMayJunJul
Profile
Architecting and scaling production systems across public platforms, enterprise software, and AI-driven products
Introduced AI-assisted engineering and operational automation to compress delivery effort and improve throughput
Reduced publishing latency, manual effort, and release friction through platform modernization and automation
Career Timeline
2026 - Present
Engineering Lead
Owning AI SaaS architecture, business workflow automation, and engineering delivery across a multi-tenant product environment.
- Designs business-to-automation flows that connect user operations, AI reasoning, and backend execution
- Manages architecture, roadmap translation, delivery strategy, and technical risk
- Drives secure cloud-native services, AI-assisted engineering, and product-operational alignment
AI workflowsMicroservicesDevSecOpsCloud-nativeProduct delivery
2024 - 2025
Researcher
Built a technically strong AI/ML research profile around software security, explainability, and advanced graph-based vulnerability modelling.
- Applied GNNs, transformers, and causal deep learning to security-oriented software analysis
- Worked on interprocedural vulnerability tracing and interpretable analysis pipelines
- Strengthened the research depth behind future AI product and automation leadership roles
GNNsTransformersCausal AIExplainabilitySoftware security
2019 - 2023
Senior System Developer
Led modernization of large public-sector platforms with strong emphasis on platform resilience, secure APIs, and measurable operating efficiency.
- Delivered service and data pipeline modernization that cut latency by up to 80%
- Reduced manual publishing effort by up to 90% through automation
- Improved release and delivery cycles by around 40% with better DevSecOps practices
Distributed systems.NETSecure APIsData publishing
2013 - 2019
System Developer
Built maintainable enterprise platforms, public APIs, and high-availability services while sharpening architectural and delivery depth.
- Architected REST APIs and secure integration services on .NET
- Worked deeply across CQRS, reliability, performance tuning, and CI-driven engineering
- Strengthened maintainability and release confidence for mission-critical systems
.NET CoreCQRSEnterprise systemsCI
2010 - 2013
Early Career Developer
Enterprise Systems / ERP / Telecom
Developed the business-systems foundation through ERP, billing, ETL, and reporting solutions tied closely to operational efficiency.
- Built .NET and MSSQL systems for inventory, telecom, billing, and reconciliation
- Reduced manual processes by about 70% in operational workflows
- Developed the delivery discipline that later scaled into platform and leadership work
ERPBillingETLMSSQL.NET
Technology Journey
Education and Certifications
Bishop's University
MSc in Computer Science
Quebec, Canada
BCS Practitioner Certificate in Agile
The Chartered Institute for IT
Developing Solutions for Microsoft Azure
Microsoft
Recent Posts
TigerBeetle Core System Architecture: Deconstructing Performance Engineering and the Power of Custom Interfaces
An in-depth technical analysis of TigerBeetle's core architecture, exploring how static memory allocation, zero-copy io_uring interfaces, and Zig-based performance engineering eliminate runtime overhead and deliver predictable, sub-millisecond tail latencies.
Systems ProgrammingZigDatabase DesignPerformance EngineeringLow Latency
Analyzing CVE-2026-6875: Defending ServiceNow AI Platform Against Active Sandbox Escape Exploits
An in-depth technical analysis of CVE-2026-6875, a critical CVSS 9.5 sandbox escape vulnerability in the ServiceNow AI Platform under active exploitation. Learn the mechanics of AI execution layer escapes and how to harden your infrastructure.
Vulnerability AnalysisServiceNowAI SecuritySandbox EscapeDevSecOps
CNCF Graduates OpenTelemetry: The Architectural Blueprint for Enterprise Observability Standards
With OpenTelemetry's graduation within the CNCF, the standard for cloud-native observability is set. This guide analyzes OTel's core architecture, provides a production-ready Collector configuration, evaluates agent vs. gateway topologies, and outlines a pragmatic migration path from legacy APM agents.
OpenTelemetryCNCFPlatform EngineeringAPMDevOpsMicroservices
Implementing Secure-by-Design Principles in Modern Web and API Architectures
An analytical, hands-on guide for engineering leaders on operationalizing Secure-by-Design principles. Learn how to leverage framework-level protections, build zero-trust API boundaries, secure the CI/CD pipeline, and design secure observability systems.
SecurityArchitectureZero TrustDevSecOpsAPI Design
Mitigating PLC Logic Tampering: Hardening Critical Infrastructure Against Configuration Exploitation
An in-depth technical analysis of PLC logic tampering and configuration exploitation in industrial control systems. Learn how to implement network segmentation, protocol hardening, and physical write-protect controls to defend critical infrastructure.
Industrial Control SystemsPLC SecurityOT SecurityCISA AdvisoryNetwork Hardening
Operationalizing Agentic AI: An Engineering Guide to OpenAI Presence
An in-depth technical analysis of OpenAI Presence, examining how the enterprise platform operationalizes agentic governance, secure sandboxing, state durability, and human-in-the-loop workflows for production-grade AI agents.
OpenAI PresenceAI AgentsEnterprise ArchitectureAI GovernanceSandboxing
Repositories
ixuvo.com
source code for ixuvo.com — built with Astro, powered by PocketBase, self-hosted, Cloudflare Tunnel.
isuvo
Engineering leader and AI researcher building secure, scalable systems—and helping teams turn ambitious ideas into measurable outcomes.
Pitchdeck
An interactive React-based pitch deck for presenting the business plan, market opportunity, strategy, financial projections, and growth vision of a foreign graduate entrepreneur initiative.
DSGenAI-2025
Official website for DSGenAI 2025, an international workshop on dependable and secure generative AI, featuring research topics, paper submissions, organizers, schedules, and registration information.
ML_
A structured and reproducible machine-learning project template for organizing data preparation, feature engineering, model training, inference, experimentation, and reporting.
UnsecuredAPIKeys-OpenSource
The code behind the [Former] UnsecuredAPIKeys.com
50Algorithms
A practical collection of 50 essential algorithms implemented in Python, with clear explanations, complexity analysis, and runnable examples covering sorting, graph traversal, dynamic programming, search, optimization, and machine learning.
AutoResume
Experimental Project - Fully Autonomous Job Application Workflow with Zero Manual Intervention
Thesis_Causalchain
Thesis Implementation
Tools and Practice
AI / Security
TransformersPyTorchTensorFlowRAG pipelinesAgentic AILLMOpsCausal inferenceThreat modellingSAST / DASTSecure SDLC
Backend / APIs
.NET CoreNode.jsPythonFastAPIgRPCRESTGraphQLKafkaRabbitMQCQRSEDA
Cloud / DevSecOps
AzureAKSGCPDockerKubernetesOpenTelemetryTerraformGitHub ActionsIAMSecrets managementObservabilityRelease automation
Data / Frontend
MSSQLCosmosDBMongoDBRedisReactAngularTypeScriptNext.jsSQLAnalytics workflows
Delivery / Management
Roadmap alignmentStakeholder managementAgile executionTechnical leadershipTeam scalingProcess automation
Architecture / Product
AI SaaS architectureWorkflow automationPlatform architectureProduct translationOperating governanceTechnical decisions
Find Me
Email[email protected]
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