Engineering solutions built for maximum reliability & scale.
Bridging cloud software, embedded firmware, and server-side AI pipelines. Whether you need a high-throughput web application, physical microcontroller hardware, or an autonomous agent workflow, I deliver clean, production-grade solutions.
Sub-second telemetry & distributed edge caching
Embedded fail-safe protections & sensor checks
Complete Git PRs, schematics & documented IP
Gemini API agentic pipelines & structured schemas
Core Capabilities & Deliverables
Transparent scope, proven tech stacks, and turnkey delivery
Full-Stack Systems & Web Architecture
Designing and deploying resilient backend microservices, high-throughput REST/GraphQL APIs, and responsive frontend architectures engineered for scale and speed.
- Production Next.js 15 / React full-stack web applications
- High-throughput Go & Node.js backend microservices
- Optimized PostgreSQL / Redis database schemas & caching
- Automated CI/CD pipelines & containerized Docker deployments
Distributed Microservices & Cloud APIs
Architecting fault-tolerant event-driven microservices, sub-millisecond gRPC services, and scalable cloud deployments with comprehensive observability.
- Event-driven messaging architectures with Redis & Kafka
- Zero-downtime containerized Kubernetes & Docker services
- High-performance distributed REST & gRPC endpoint contracts
- Automated load testing, health telemetry & distributed tracing
Embedded Hardware & IoT Prototyping
From schematic review to firmware engineering. Prototyping custom embedded microcontrollers, telemetry sensor nodes, and energy management controllers.
- ESP32, STM32 & ARM Cortex microcontroller firmware
- Thermal & voltage fail-safe telemetry algorithms
- BLE, Wi-Fi & ESP-NOW low-power mesh networks
- Sensor acquisition pipelines (ADC, I2C, SPI, UART, CAN-bus)
Hardware-to-Cloud Real-Time Telemetry
Bridging physical IoT hardware with low-latency cloud dashboards. Real-time sensor charts, fault alerting, and bi-directional remote device telemetry control.
- Sub-second WebSocket & MQTT bidirectional streaming
- Interactive time-series telemetry visualization dashboards
- Automated fault detection & threshold warning webhooks
- Remote Over-The-Air (OTA) firmware update orchestration
AI Engineering & Agentic Pipelines
Building secure, server-side agentic workflows, contextual retrieval (RAG) engines, and multimodal Gemini pipelines integrated directly into your business logic.
- Server-side Gemini 2.5 & 3.5 API integration pipelines
- Autonomous agentic tool use & multi-step function calling
- Context-aware knowledge base retrieval & vector search
- Streaming responses with real-time markdown & JSON schemas
Multimodal Edge & Inference Engines
Deploying low-overhead inference engines, multimodal image and audio processors, and structured schema extractors designed for high throughput.
- Multimodal document, image & audio analysis pipelines
- Strict schema-guided structured JSON data extraction
- Low-latency edge inference & caching orchestration
- Automated prompt engineering & continuous evaluation harnesses
Technical Writing, System Audits & RFCs
Translating deep architectural mechanics into clear system specifications, API documentation, firmware design reviews, and engineering RFCs.
- Comprehensive codebase audits & performance benchmarking
- OpenAPI / Swagger specifications & developer portals
- Hardware & schematic safety review documentation
- Step-by-step engineering handover guides & runbooks
Systems Architecture Advisory & Audits
Fractional advisory on distributed system topology, cloud database scaling, firmware safety validation, and technology stack rationalization.
- Fractional CTO / principal systems architect guidance
- Database indexing, partitioning & caching audit
- Hardware-software interface constraint risk analysis
- Production deployment readiness & disaster recovery planning
Quick-Estimate Specification & Proposal Generator
Tailor technical scope, project maturity, and architectural add-ons to generate a downloadable PDF proposal or structured specification.
Engineering Delivery Process
How we take an idea from architectural blueprint to rock-solid production
Discovery & Blueprint
We audit constraints, map data structures, establish API schemas or circuit requirements, and align milestones.
Agile Sprint Builds
Bi-weekly deliverables pushed to private GitHub repos with automated test coverage, type checking, and demo walkthroughs.
Hardening & Benchmarks
Stress testing, thermal & electrical safety verification, edge-case handling, and latency profiling under load.
Handover & Schematics
100% IP handover. Complete documentation, OpenAPI specs, deployment scripts, runbooks, and ongoing maintenance support.
Frequently Asked Questions
Have a system in mind? Let's engineer it together.
Send over your project requirements or schematic challenges. I will review your specs and get back to you within 24 hours with a technical feasibility assessment.