I’m Aishah Sofea Muhamad Hanifa, a senior engineer with 7+ years of experience building and shipping production software and leading enterprise AI adoption. Based in Kuala Lumpur, I focus on agentic workflows and practical engineering patterns—helping teams move from experimentation to reliable, CI-evaluated AI systems. Most recently, I’ve driven Claude Code adoption across an engineering organization, improving engineering productivity and standardizing how engineers build with AI. I also architect end-to-end agent workflows (LangGraph orchestration, MCP integrations, structured prompting, and LLM-as-judge evaluation), and I turn what I learn into reusable assets like agent skills, playbooks, and hands-on technical workshops—so teams can onboard fast and deliver with confidence.…

Aishah Sofea Muhamad Hanifa

I’m Aishah Sofea Muhamad Hanifa, a senior engineer with 7+ years of experience building and shipping production software and leading enterprise AI adoption. Based in Kuala Lumpur, I focus on agentic workflows and practical engineering patterns—helping teams move from experimentation to reliable, CI-evaluated AI systems. Most recently, I’ve driven Claude Code adoption across an engineering organization, improving engineering productivity and standardizing how engineers build with AI. I also architect end-to-end agent workflows (LangGraph orchestration, MCP integrations, structured prompting, and LLM-as-judge evaluation), and I turn what I learn into reusable assets like agent skills, playbooks, and hands-on technical workshops—so teams can onboard fast and deliver with confidence.…

Available to hire

I’m Aishah Sofea Muhamad Hanifa, a senior engineer with 7+ years of experience building and shipping production software and leading enterprise AI adoption. Based in Kuala Lumpur, I focus on agentic workflows and practical engineering patterns—helping teams move from experimentation to reliable, CI-evaluated AI systems.

Most recently, I’ve driven Claude Code adoption across an engineering organization, improving engineering productivity and standardizing how engineers build with AI. I also architect end-to-end agent workflows (LangGraph orchestration, MCP integrations, structured prompting, and LLM-as-judge evaluation), and I turn what I learn into reusable assets like agent skills, playbooks, and hands-on technical workshops—so teams can onboard fast and deliver with confidence.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent

Work Experience

Applied AI Engineer at Xsolla
November 1, 2025 - Present
Led enterprise AI modernization at Xsolla. Drove Claude Code adoption across the Launcher engineering team from 0 to 100%, achieving 42% faster ticket closure than peer teams. Authored organization-wide agent skill instructions and delivered a technical workshop for 107 engineers on applied AI practices using Claude Code. Architected an agentic workflow for an enterprise psychometric assessment platform integrating an MCP server to provide authenticated access to employee records, enabling context-aware assessment pipelines. Implemented structured-output prompting and scaffolding for scalable report generation and score interpretation, extended internal CLI capabilities for more reliable API access for AI agents, and supported debugging of prompt design and context management issues across the primary failure modes for agent adoption.
Front-end Developer at Xsolla
August 20, 2023 - Present
Architected white-label launcher platform serving 50K+ daily active users, enabling partners to configure and deploy custom-branded launchers through a self-service micro-frontend web app backed by automated build and release pipeline. | Designed a low-latency game operations system using gRPC protocol buffers to orchestrate communication between Electron client and C++ core, achieving sub-100ms response times for mission-critical operations (install, repair, launch). | Established team’s testing strategy, introducing comprehensive end-to-end testing framework and best practices – reducing regression testing cycles from 3 days to 2 days while catching 85% of critical bugs pre-release. | Spearheaded modernization initiatives focused on performance optimization and architectural scalability, introducing finite-state machine (FSM) patterns for game states that cut debugging time by 50% and reduced state-related bugs by 60%. | Championed European Accessibility Act (EAA) and WCAG 2.1 compliance while improving Core Web Vitals (LCP, CLS, INP), ensuring EU market access and meeting enterprise accessibility requirements. | Expanded launcher ecosystem through Epic Games Store (EGS) integration, implementing protocol handler architecture that captures game launches from EGS, creating unified user experience across storefronts and increasing daily active launcher sessions by 35%. | Engineered automated build pipeline using GitLab CI/CD and shell scripting with Slack webhook integration for real-time build monitoring, reducing manual oversight by 70% and enabling faster troubleshooting through instant failure notifications. | Collaborated in cross-functional Agile / Kanban teams with Login, Payment, and SiteBuilder squads to define API integration contracts and improve delivery predictability while reducing integration bugs by 40%.
Frontend Developer (Launcher) at Xsolla
August 1, 2023 - Present
Engineered a white-label game launcher platform serving 50K+ DAU. Architected partner self-deployment via a micro-frontend app and automated build pipeline. Designed a low-latency game operations layer using gRPC and Protocol Buffers between Electron and a C++ core, achieving sub-100ms response times for mission-critical operations such as install, repair, and launch. Collaborated across systems to deliver performance-focused UX and reliable integration patterns.
Front-end Developer at Accenture (client in Digital Banking)
June 1, 2022 - August 1, 2023
Modernized legacy React codebase by migrating to functional components with hooks, adding TypeScript, Material UI design system, unit tests, and applying coding standards. | Led development of a child savings app, architecting new features on legacy infrastructure while mentoring 3 junior developers, through structured code review & testing methodologies. | Implemented online fraud monitoring (OFM) workflow by integrating Threat Metrix (TMX) solutions through Decision Gateway Engine (DGE) to enhance transaction security. | Built internal QA testing tool enabling dynamic generation of user profile forms (SingPass & CorpPass), reducing manual test setup time by 70%.
Software Engineer, BAE Systems AI
November 1, 2018 - June 1, 2022
Integrated OAuth2/JWT-based SSO middleware with the login team, maintaining authentication and authorization middleware across multiple identity providers for secure enterprise-grade cross-platform sign-in. Modernized launcher state management using a finite state machine approach, reducing state-related bugs by 60% and cutting debugging time by 50%. Defined and implemented an end-to-end testing strategy that reduced regression cycles from 3 days to 2 days and caught 85% of critical issues pre-release. Built automated CI/CD pipelines on GCP with Slack notifications to reduce manual oversight and accelerate failure diagnosis, and added distributed tracing using OpenTelemetry and Datadog for faster root-cause analysis.
Software Engineer, BAE Systems AI at BAE Systems AI
November 1, 2018 - June 1, 2022
Built a threat intelligence portal for 100+ banking-sector clients as a full-stack developer using React and GraphQL against Django backend services. Implemented an analysis dashboard processing 1000+ daily security events to enable investigation across multi-source threat data via interactive visualizations. Automated hardware monitoring infrastructure using Python scripts integrated with InfluxDB and Grafana. Led a frontend modernization initiative migrating legacy CSS to SASS and Semantic UI across 50+ components, and introduced Storybook for component documentation and design system standardization.
Software Engineer at BAE Systems AI
November 1, 2018 - June 1, 2022
Developed a threat intelligence portal serving 100+ clients from banking sectors – using React & GraphQL APIs, with backend services built in Django — contributing as a full-stack developer. | Implemented data analysis dashboard enabling analysts to investigate threat data from multiple sources, processing 1000+ daily security events with interactive visualizations using Recharts. | Led frontend modernization initiative migrating legacy CSS codebase to SASS and Semantic UI across 50+ components, reducing stylesheet maintenance and improving UI consistency. | Researched and implemented Storybook for component documentation and design system standardization, creating isolated development environments for reusable UI components. | Automated hardware monitoring infrastructure by developing Python scripts integrated with InfluxDB and Grafana.

Education

Bachelor of Science in Mechanical Engineering at Vanderbilt Universiy
June 1, 2014 - May 1, 2018
Bachelor of Science in Mechanical Engineering at Vanderbilt University
June 1, 2014 - May 1, 2018

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Gaming, Financial Services, Media & Entertainment, Professional Services, Computers & Electronics
    Makan Route - AI Chatbot Specialized in Food Recommendations
    • Develops an intelligent chatbot leveraging Vercel’s SDK and OpenAI API to provide personalized restaurant recommendations based on user location, driving routes and preferences.

    • Configures tool calling to seamlessly integrate third-party APIs, such as TomTom and FourSquare enabling real-time retrieval of location and restaurant data.

    • Integrates Retrieval Augmented Generation (RAG) technique using ChromaDB vector database to store restaurant embeddings, enhancing response accuracy and contextual relevance.

    • Implements a persistent memory management system allowing context to be maintained across multiple interactions.

    • Builds a responsive, multimodal interface supporting text, voice input (Web Speech API) and image processing to create intuitive user interactions.