Bridging Hardware,
Software, & AI.
One senior engineer delivering what typically requires 3 specialists and months of coordination. From prototype to production in weeks, not months.
Systems Delivered For Global Events
The “Ohboy” Moment
That moment when you realize: one senior engineer can deliver what typically requires 3 specialists and months of coordination.
Skip the hiring process, avoid vendor coordination headaches, and get your product shipped faster. With 20 years bridging hardware, software, and AI — I bring fractional CTO expertise at a fraction of the cost and time.
Ship Fast
Weeks, not months. Prototype to production rapidly.
One Expert, Full Stack
No team coordination overhead. Single point of contact.
Battle-Tested
Olympic-scale systems that simply cannot fail.
Lean Solutions
No over-engineering. Lower maintenance, lower cost.
Started Engineering Journey
Infosys
Joined MRMC/Nikon
London & India
Principal Engineer
R&D Leadership
Founded Ohboy Consultancy
Dubai, UAE
What We Build
Specialized expertise across the full technology stack, from bare-metal firmware to cloud-scale AI systems.
Technical Architecture & Consulting
Strategic technical guidance for product companies navigating complex engineering decisions. System design, code review, and fractional CTO leadership.
- System Architecture Design
- Technology Stack Selection
- Code Review & Quality Assessment
- Fractional CTO Leadership
- Technical Due Diligence
AI/ML Solutions
End-to-end AI implementation from concept to production. LLM applications, medical AI, computer vision, and agentic systems.
- LLM Application Development
- AI Agent Development (MCP)
- Medical AI Solutions
- Computer Vision Systems
- Healthcare Analytics
Full-Stack Product Development
Complete product development from MVP to scale. Desktop applications, web platforms, CLI tools, and API design.
- Desktop Apps (Qt/QML, Python)
- Web Apps (FastAPI, React)
- CLI Tools (Rust, Python)
- API Design & Development
- CI/CD Pipeline Setup
Embedded Systems & Firmware
Hardware-software integration for IoT, robotics, and specialized devices. Real-time systems with mission-critical reliability.
- Firmware (STM32, ARM, TI DSP)
- OpenWRT Customization
- Real-Time OS (FreeRTOS)
- Protocol Implementation
- Hardware Debugging
Technologies & Frameworks
Portfolio
Risentia Clinical Trial Matching
NLP-powered clinical trial matching platform that connects patients with relevant trials using biomarker analysis and eligibility parsing.
Built end-to-end pipeline: patient data ingestion, NLP-based eligibility parsing, and ranked trial matching with confidence scores.
MRMC/Nikon Broadcast Systems
9+ years building the full vertical stack for robotic camera systems — from TI/STM32 firmware and device drivers through C++ motion control servers to Qt operator frontends, deployed at Rio, Tokyo, and Paris Olympics.
Reverse-engineered proprietary camera protocols from disassembly and signal scoping. Integrated Nikon MTP natively over USB and proprietary MTP-over-IP via OpenWRT routers. Built low-latency GStreamer streaming, computer vision player tracking (~50ms overhead), and the greenfield Qt frontend for Rio 2016.
Agentic Qualitative Analysis
Agentic AI pipeline for large-scale qualitative research — processes interview transcripts through Braun & Clarke's six-phase thematic analysis, generating publication-ready outputs with grounded citations.
Built for a 25-year Kerala health decentralization study (288 transcripts). Orchestrates multiple AI models for corpus navigation, thematic coding, and editorial refinement. 92.5% quote-to-source match rate with automated theme coherence scoring.
BioAgent AI Workflow
AI research platform for bioinformatics — agentic workflow engine that plans and executes multi-step analyses including single-cell RNA-seq, GEO dataset search, and biomarker analysis with human-in-the-loop approval.
Rust CLI Agent
Sophisticated command-line coding assistant supporting multiple LLM providers with intelligent orchestration.
Multi-provider support (OpenAI, Claude, Gemini, DeepSeek, Ollama). Extensible tool system for file operations, shell commands, and web search.
Meta MCP Server
FastMCP-based server for discovering, installing, and managing MCP (Model Context Protocol) servers.
MedicoShield
AI-powered defensive documentation platform for hospitals — automates discharge summaries, pre-discharge risk audits, digital consent capture, and regulatory compliance tracking.
Simple, Flexible Pricing
Choose the engagement model that fits your needs. All packages emphasize value and outcomes over hours.
Discovery
Get clarity on your challenge
Initial consultation to deep-dive into your technical challenge. Walk away with clarity on approach, potential pitfalls, and recommended next steps.
- 60-min technical deep-dive
- Feasibility assessment
- High-level architecture discussion
- Technology recommendations
- No commitment required
Architecture Sprint
Technical roadmap & design
Intensive engagement for system design, architecture review, and technical roadmap. Ideal for startups pre-funding or companies at inflection points.
- System architecture design
- Technology stack definition
- Architecture diagrams & docs
- Risk assessment
- Implementation roadmap
Embedded Partner
Fractional CTO / Lead
Ongoing fractional CTO or Lead Engineer engagement. Hands-on development, team mentorship, and technical strategy. Minimum 3-month commitment.
- Weekly hands-on involvement
- Code reviews & mentorship
- Architecture decisions
- Strategic planning
- Team hiring support
Project Build
Full delivery
Fixed-scope product development. MVP builds, proof-of-concepts, or specific feature development. Includes requirements, design, implementation, and handoff.
- Requirements gathering
- Design & implementation
- Testing & QA
- Documentation
- Handoff & training
All engagements begin with a free Discovery Session.Let's talk →
Let's Build Something Remarkable
Whether you need to bridge hardware gaps, architect a scalable AI solution, or just need a second opinion on your stack — I'm here. Every project starts with a conversation.
Send a Message
I'll get back to you within 24 hours.