// CAREER CHRONOLOGY & PROFESSIONAL JOURNEY

Systems Engineering, Psychology & Artificial Intelligence

Hey, I'm Sandy. With 9+ years across software engineering and a Master of Information Systems from Cleveland State University (Ahuja Endowment Scholar), I design and deploy production-grade Generative AI, RAG pipelines, and autonomous multi-agent systems.

My engineering foundation is built on a unique intersection: Electrical & Electronics Engineering (computational logic & systems theory), Psychology (mental models & human behavior), and Information Systems(enterprise data governance & scalability). This multidisciplinary perspective is critical when building agentic AI that collaborates effectively with human operators.

Currently, I serve as an AI Automation Engineer & Solutions Architect at OrbisQ Inc, building enterprise multi-agent pipelines with Azure OpenAI and AWS Bedrock, while publishing open-source developer tools on PyPI.

9+ YearsSystems & Software

Ahuja ScholarCSU Master of Info Systems

Enterprise AIOrbisQ Inc Architect

3 DisciplinesEngineering, Psych & MIS

Professional Timeline & Experience

From enterprise AI architect and open source author to software developer and university training.

AI Automation Engineer / AI Solutions Architect

Current

OrbisQ Inc

February 2026 – PresentIrving, TX (Remote)

Architecting enterprise-scale Generative AI solutions and autonomous multi-agent pipelines leveraging Azure OpenAI, AWS Bedrock, and advanced RAG architectures. Building high-throughput API microservices and automated MLOps pipelines.

•Engineered production RAG pipelines with Pinecone vector databases and Azure OpenAI, achieving context-aware retrieval across enterprise datasets.

•Architected multi-agent automation frameworks using Python, LangChain, and LlamaIndex to coordinate complex workflows, reducing task latency by 35%.

•Built high-throughput RESTful APIs using Python and FastAPI, optimizing request/response concurrency for low-latency streaming user interactions.

•Implemented comprehensive MLOps practices using Docker and Kubernetes, integrating AI evaluation harnesses (Ragas, DeepEval) to eliminate hallucinations.

Azure OpenAIAWS BedrockLangChainLlamaIndexPineconeFastAPIDockerKubernetesRagasDeepEvalMLOps

AI Solutions Architect & Technology Director

Magnifying Minds

December 2024 – January 2026Columbus, OH (Remote)

Directed the end-to-end design and deployment of custom AI automation infrastructure and knowledge retrieval systems, bridging organizational data with generative AI capabilities.

•Architected and deployed a custom internal RAG knowledge base utilizing vector embeddings, improving technical data retrieval accuracy by 20%.

•Designed AI-driven content automation pipelines in Python with human-in-the-loop review guardrails, reducing administrative overhead by 30%.

•Orchestrated complex workflows by connecting n8n automation and direct messaging tools with third-party enterprise APIs.

•Scaled cloud AI infrastructure on Google Cloud Platform (GCP) ensuring seamless data orchestration and 99.9% system uptime.

PythonRAGVector DatabasesGCPn8n AutomationHuman-in-the-loopAPI OrchestrationPredictive Analytics

AI Web Developer

Bright Mind Enrichment & Schooling

April 2025 – August 2025New York, NY (Remote)

Built production AI content generation pipelines and semantic search chatbots utilizing state-of-the-art multimodal models, reducing manual authoring effort while maintaining high factual fidelity.

•Engineered an automated educational content pipeline integrating multimodal LLMs (Claude 3.5 Sonnet, GPT-4o), reducing content creation time by 50%.

•Reduced AI hallucination rates by 25% by implementing Chain-of-Thought (CoT) prompt engineering frameworks and strict schema validation layers.

•Built a semantic search chatbot for internal knowledge discovery by generating dense vector embeddings from unstructured documents.

•Developed high-performance RESTful APIs with Python and FastAPI to support real-time data ingestion and web interaction widgets.

Claude 3.5 SonnetGPT-4oChain-of-ThoughtFastAPISemantic SearchPrompt EngineeringPythonVector Embeddings

Open Source Creator & Independent AI Specialist

Current

Independent Projects

January 2023 – PresentUnited States

Creating and maintaining published developer tools, local-first LLM utilities, and data curation platforms (Gittxt, Ollama Scout, Audionomy, ChatAudit, YTGrid).

•Published Gittxt on PyPI: CLI tool converting repositories into token-optimized LLM context bundles with 80% token compression.

•Created Ollama Scout on PyPI: automated hardware scanner for GPU VRAM and RAM to recommend optimal local LLMs.

•Developed Audionomy: audio dataset management tool with spectral analysis and waveform visualization for speech AI researchers.

•Built ChatAudit and Metadata Cleaner: local-first privacy utilities for parsing conversation trees and scrubbing multimedia EXIF data.

PyPI PackagesFastAPICLI ArchitectureOllamaAudio MLStreamlitDockerAsyncIOPrivacy Engineering

Master of Information Systems (MIS)

Cleveland State University

August 2022 – December 2024Cleveland, OH

Advanced graduate study in enterprise systems architecture, data governance, predictive analytics, and applied artificial intelligence. Awarded the prestigious Ahuja Endowment Scholarship.

•Ahuja Endowment Scholarship Recipient for academic excellence in information systems.

•Conducted specialized applied research in machine learning, LLM context structuring, and enterprise systems scalability.

•Mastered data governance, enterprise cloud architectures, and database management principles.

Systems ArchitectureEnterprise Information SystemsData GovernanceApplied MLData Analytics

Full Stack Developer

RubixQ Game Solutions India Pvt. Ltd.

March 2020 – April 2022Visakhapatnam, India

Built real-time web applications and high-concurrency backend services for an interactive online multiplayer gaming platform.

•Developed responsive, dynamic client applications using React.js with modular component state synchronization.

•Engineered backend RESTful and WebSocket microservices in Node.js and Express handling high volumes of simultaneous sessions.

•Managed relational (PostgreSQL) and document (MongoDB) databases, containerizing application services with Docker on AWS.

React.jsNode.jsExpress.jsMongoDBPostgreSQLWebSocketsDockerAWS

Web Designer & Frontend Engineer

Einstein Brains Group of Companies

December 2018 – February 2020Visakhapatnam, India

Crafted visually compelling, accessible digital web experiences and design systems, optimizing user engagement and brand presentation.

•Designed and coded responsive web interfaces using modern HTML5, CSS3, JavaScript, and design tools.

•Streamlined frontend performance, search engine optimization (SEO), and responsive mobile parity across client web portals.

•Collaborated with brand directors to translate design wireframes into pixel-perfect web implementations.

UI/UX DesignHTML5/CSS3JavaScriptAdobe Creative SuiteFigmaSEOResponsive Web Design

Software Developer & QA Engineer

Avico Software Solutions Pvt. Ltd.

June 2016 – November 2018Hyderabad, India

Developed enterprise software modules in Java and engineered automated testing pipelines to ensure high code quality and zero-regression deployments.

•Developed backend enterprise modules utilizing Java, the Spring Framework, and relational SQL databases.

•Engineered automated test suites using Selenium WebDriver and JUnit, significantly accelerating testing release cycles.

•Integrated continuous automated test builds into Jenkins CI/CD deployment pipelines on Linux environments.

JavaSpring FrameworkSQLSeleniumJUnitJenkins CI/CDLinux

Bachelor of Engineering (BE) in Electrical & Electronics

Andhra University

Graduated November 2017Visakhapatnam, India

Core engineering degree covering computational mathematics, electrical circuits, signal processing, and systems theory.

•Rigorous technical training in signal processing, computational circuits, and mathematical problem solving.

•Self-directed transition into software engineering, automated scripting, and algorithmic programming.

Systems EngineeringSignal ProcessingCircuit TheoryComputational Mathematics

Bachelor of Arts (BA) in Psychology

Indira Gandhi National Open University (IGNOU)

Graduated March 2016New Delhi, India

Focused study of cognitive psychology, human behavior, decision-making dynamics, and mental models—providing a unique foundation for designing human-AI collaboration systems.

•Studied cognitive frameworks, user perception, and behavioral decision mechanics.

•Informs human-in-the-loop AI interfaces, prompt engineering empathy, and intuitive human-agent collaboration.

Cognitive PsychologyHuman-Computer InteractionBehavioral DynamicsMental Models

Interested in collaborating or discussing an AI engineering role?

Reach out via email or LinkedIn — open to technical advisory, AI architecture, and engineering roles.

Email LinkedIn GitHub