AI Solutions Architect and Performance Engineer (FinOps & Adaptive Model Routing, SRE, SOC2/ HIPAA Compliance) at Independent Professional | AI Solutions Architect

Architected mission-critical AI systems solving real-world problems while optimizing cost and latency via intelligent model routing between higher-cost (GPT/Claude/Gemini/Vertex) and ultra-fast efficient models. Built resilience patterns (e.g., Redis-backed distributed circuit breakers, async single-flight to prevent cache stampedes) and enforced enterprise security practices including a fail-secure LLM proxy using a local LLM and Microsoft Presidio for real-time PII scrubbing, plus application-level encryption for data at rest. Implemented continuous learning loops capturing human-in-the-loop corrections, vectorizing feedback and injecting them as dynamic few-shot examples without tuning overhead. Delivered hybrid RAG pipelines with async ingestion and deduplication using Postgres (pgvector + TSVector) and LanceDB, plus strong CI/CD with mutation testing, API contract fuzzing, and LLM semantic evaluation to prevent regressions in production. Built observability using OpenTelemetry, Gr

AI Solutions Architect at Independent Professional

Architects and builds mission-critical AI solutions and agentic systems emphasizing cost-efficient intelligence. Designs real-time adaptive model routing to select between enterprise and ultra-fast models based on prompt complexity and live tenant budgets, reducing LLM compute costs. Implements distributed resilience patterns (e.g., Redis-backed distributed circuit breakers and async single-flight to prevent cache stampedes). Develops SOC2/HIPAA-oriented enterprise security approaches including fail-secure LLM proxying with local small models, Presidio-based real-time scrubbing, and application-level encryption for sensitive data at rest. Builds hybrid RAG pipelines with asynchronous ingestion, reciprocal rank fusion over pgvector and a vector store, and semantic deduplication using LanceDB. Ensures deterministic test environments using Docker and Astral’s uV. Creates CI/CD pipelines with mutation testing, API contract fuzzing, and semantic evaluation to prevent production regression

AI Solutions Architect at Independent Professional

Designed and implemented rigorous CI/CD pipelines integrating automated testing and LLM evaluations. Developed intelligent modules for prompt orchestration and created retrieval systems for large technical documentation.

Principal Engineer & Solutions Architect at Independent Professional

Ensured Enterprise Security & Compliance (SOC2/HIPAA): Engineered a fail-secure Data Loss Prevention (DLP) proxy using Microsoft Presidio for real-time PII scrubbing, enforcing application-level encryption for all sensitive data at rest to meet strict regulatory requirements. Implemented Distributed System Resilience (SRE): Deployed enterprise stability patterns, including Redis-backed distributed circuit breakers to prevent cascading failures during vendor outages. Optimized System Cost & Performance: Designed intelligent routing logic to dynamically select optimal compute resources based on real-time budgets, significantly reducing operational costs. Built High-Performance Data Pipelines: Developed asynchronous data ingestion and processing pipelines using FastAPI and Arq.

Logistics and Operations Automation (RPA Developer) at Freelancer

Designed RPA scripts and workflows to automate inventory management and supply-chain logistics, reducing manual operational workload. Implemented KPI dashboards to monitor margins in real time and optimize advertising spend and stock turnover using predictive data. Oversaw the product lifecycle from market research to delivery logistics, ensuring scalability during peak demand periods.

Logistics and Operations Automation (Freelancer) at Freelance

Designed RPA scripts and workflows to automate inventory management and supply-chain logistics, reducing manual operations. Implemented KPI dashboards to monitor margins in real time and optimize advertising spend and stock turnover using predictive data. Oversaw end-to-end product lifecycle from market research to delivery logistics, ensuring scalability during peak demand.

Logistics and Operations Automation at Freelancer

Designed and deployed RPA workflows to automate inventory management and supply chain logistics. Implemented real-time KPI dashboards to monitor profit margins and optimize stock turnover.

Technical Product Manager (Freelancer) at Freelance

Led development of digital educational products serving thousands of students. Managed full SDLC from conception to deployment; designed technical curricula and produced engineered educational content. Implemented analytics dashboards to monitor student retention KPIs and optimize sales funnel conversion rate. Built RPA scripts to automate content distribution, social media marketing, and community management, reducing operational workload. Scaled digital products globally on platforms like Udemy, managing technical support and continuous updates driven by user feedback.

Technical Product Manager at Freelancer

Managed the full software development lifecycle (SDLC) for digital products, from system analysis and requirements gathering to deployment and iterative improvement. Implemented data analytics dashboards to monitor key performance indicators (KPIs) and optimize system performance.

.NET Web Developer (Front-End and Server Tasks) at Reading Room

Built, deployed, and maintained web projects as a .NET programmer. Improved design and usability of existing web pages as a front-end developer. Managed server-side tasks including troubleshooting, maintenance, and performance optimization.

Technical Developer (.NET Programmer) at Reading Room

Built, deployed, and maintained web projects as a .NET programmer. Improved design and usability of existing web pages as a front-end programmer. Managed server tasks including troubleshooting, maintenance, and performance optimization.

Technical Developer at Reading Room

Built, deployed, and maintained web projects as a .NET Programmer. Improved the design and usability of existing web pages as a Front-End Programmer.