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Portfolio

Rishi Oberoi
Azure Full-Stack EngineeR at

Voice Secure Global

Transforming Sustainable Ideas into Secure, Scalable Cloud-native SaaS Solutions

I am an Azure Full-Stack Engineer specializing in secure, scalable Fintech SaaS applications using React, TypeScript, Python and NestJS. My work focuses on advanced AI and large language model (LLM) development, where I design transformer-driven systems that enable contextual reasoning, intelligent automation, and adaptive enterprise performance.

01 WORK PORTFOLIO

SECURE CLOUD SYSTEMS & AI-DRIVEN APPLICATIONS
PROFESSIONAL 

02 INDUSTRY SKILLS

AI & LLM ORCHESTRATION
REACT · TYPESCRIPT · PYTHON · NESTJS · LANGCHAIN · COSMOS DB · REDIS

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Azure Full-Stack Engineering & Cloud Architecture

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• Architect and deploy scalable SaaS architectures on Microsoft Azure using React, TypeScript, Python NestJS, Cosmos DB, Blob Storage, Redis Cache, and Azure Cognitive Services.​​


• Develop modular RESTful APIs with controllers, services, and dependency injection for maintainable, production-grade back ends.


• Implement secure routing, validation, and exception handling using ValidationPipe, HttpExceptionFilter, and @UseGuards() for end-to-end API reliability.


• Automate configuration loading and background tasks with onModuleInit() and @nestjs/schedule, linking Azure Static Web Apps to App Service through secure RESTful endpoints.

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• Implement secure client–server communication using environment-based Axios authentication for GPT workflows, token renewal, structured error handling, and encrypted RESTful API requests across Azure environments.

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AI & LLM Orechestration

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• Design and orchestrate AI and large language model (LLM) pipelines with LangChain and transformer architectures, applying retrieval-augmented generation (RAG), contextual reasoning, multi-tool function calling, and prompt optimization.


• Engineer orchestration pipelines using Azure OpenAI and LangChain to integrate LLM reasoning into SaaS back-end systems.


• Develop middleware logic for deterministic responses, token-efficient inference, and structured JSON/HTML output validation within NestJS microservices.

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• Engineered AI microservices with Python FastAPI, integrated seamlessly with NestJS back-end services to deliver low-latency, real-time intelligence across production environments.


• Integrate Azure Cognitive Services and App Service APIs to deliver secure, low-latency AI experiences and scalable, production-grade deployments.

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Cloud Infrastructure, Deployment & CI/CD

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• Deploy Dockerize full-stack applications via Azure Container Registry and App Service using az acr build and az webapp config appsettings set.

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• Configur and manage Azure Static Web Apps environments, defining staging and production workflows, routing rules, and environment secrets for seamless CI/CD integration with App Service APIs.


• Managed multi-stage CI/CD workflows with GitHub Actions and Azure DevOps, integrating [skip ci] logic and automated npm ci && npm run build pipelines.

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• Monitor and optimize Redis-backed Bull queues using commands such as SCAN, LLEN, and DEL to troubleshoot job states, measure queue depth, and fine-tune background task throughput for high-performance data caching across App Service environments.

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• Schedule Bull queue refreshes using node-cron to trigger periodic cache updates and maintain real-time data synchronization across Redis-backed services.

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• Analyze HAR and network logs using browser developer tools to trace API behavior, troubleshoot latency, and improve client–server communication.

 

Cloud Security, Compliance & Identity Management

 

• Implement Azure IAM and RBAC policies to control developer, service principal, and container access across App Services, Cosmos DB, and Key Vault.


• Manage authentication and B2C flows using Microsoft Entra ID, integrating MSAL.js for unified token management and OAuth2.0 sign-ins for Google and Meta.


• Enable Microsoft Defender for Cloud and integrate security telemetry into Sentinel dashboards using KQL queries (SecurityEvent | summarize count() by Account).


• Enforce HTTPS, DNS, and certificate compliance for custom domains while maintaining Zero Trust-aligned governance across cloud resources.​​​​​​​​​

 

Technical Leadership & Project Delivery

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• Lead agile sprints, design-to-code handoffs, and product releases for Azure-hosted applications using Jira, GitHub, and Figma.


• Mentor junior developers in modern TypeScript, Python, React, and cloud security best practices to strengthen code quality and scalability.


• Deliver stakeholder demos and technical presentations using Gantt charts, radar visualizations, and live Azure dashboards.


• Optimize cloud performance and cost through Redis tuning (INFO memory, FLUSHDB) and build monitoring via Azure metrics and DevOps reports.

EXPERIENCE
EDUCATION.

03 Experience

CURRICULUM VITAE
Azure Full-Stack Engineer
Voice Secure Global · Full-time
May 2024 - Present
Glasgow, Scotland, United Kingdom · Remote
Windows 11 Deployment Engineer
NHS Greater Glasgow and Clyde · Contract
Nov 2023 – Apr 2024
Glasgow · On-site
Generative AI Engineer
Tekbo · Full-time
Jul 2022 – Oct 2023
Clydebank, Scotland, United Kingdom · On-site
Mathematics Tutor
Tutorful · Part-time
Dec 2019 – Jun 2022
Glasgow, Scotland, United Kingdom · Hybrid
Software Quality Assurance Engineer
Pole To Win · Full-time
Apr 2018 – Nov 2019
Glasgow, Scotland, United Kingdom · On-site

"Safety runs through my work, from securing clinical data and building predictable AI features to programming embedded sensors used in environments that protect vulnerable users. Designing systems that fail safely and behave transparently is a core part of my engineering approach."

04 EducatioN

UNIVERSITY & CERTIFICATIONS

Diploma of Higher Education: Technological Education​​

University of Glasgow​

Systems and Integrating Technology, Intermediate Electricity And Electronics, Graphic Illustration, Mathematics, Teacher Education, School Experience, Design and Integrating Technology, Computer Aided Design, Engineering Mechanics, Technology Craft Workshop.​

08/2019 - 08/2021

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Certificate of Higher Education: Computer Games Design​

Glasgow Caledonian University​

Computer Architecture, Computer Networking, Human Computer Interaction, Mathematics For Computer Games, Games Programming.​

08/2017 - 08/2018​​​​​​

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Security Essentials 401 - Network, Endpoint, and Cloud (AWS & Azure)​

SANS Institute

Network Security & Cloud Essentials, Defense-In-Depth, Vulnerability Management And Response, Data Security Technologies, Windows and Azure Security, Linux, AWS and MAC Security.

Issued: September 2023 (Certificate of Completion)

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Security Foundations 275 - Computers, Technology, and Security​

SANS Institute​

Computer Components, OS and Virualization, Linux, The Web, Networking, Servers and Services, Programming, SQL, PHP, Python, Computer Forensics, Windows, Advanced Computer Hardware, Security, Offensive Security, Network and Computer Infiltration.​

Issued: August 2023 (Certificate of Completion)​​​​

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CONTACT
CONTACT

For business inquiries please contact me over LinkedIn or the portal on the right.

I am looking forward to working with you.

Thank you for visiting my website.

Have a great day!

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