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Structured engagement packages designed for speed and clarity — from product prototypes to production-grade deployments. Every package is hands-on, outcome-focused, and fully transparent.
Full-cycle firmware engineering from concept to production — clean, maintainable C/C++ with a focus on reliability and testability.
End-to-end connected device engineering — from sensor firmware to cloud dashboards. Bridging the hardware-software-cloud gap.
Production automotive firmware with deep AUTOSAR and functional safety expertise — helping OEMs and Tier-1 suppliers ship with confidence.
Deploying real intelligence on resource-constrained hardware — from model optimization to production deployment on Jetson and MCU platforms.
Real-world systems designed for reliability, efficiency, and production readiness — from prototype to deployment.
Full-stack BMS firmware for a 400V li-ion pack — cell balancing algorithms, SoC/SoH estimation, ISO 26262 ASIL-B compliance, and CANopen communication stack.
Linux-based OBD-II telematics device with Yocto BSP, MQTT telemetry to AWS IoT Core, over-the-air firmware updates, and real-time anomaly detection on edge.
End-to-end BLE mesh network with Nordic nRF52840 nodes, custom GATT services, encrypted provisioning, RFID integration, and React Native companion app.
On-device anomaly detection for industrial motors — TFLite Micro model trained with Edge Impulse, deployed on STM32H7, 94% accuracy at under 5mW.
Interactive web-based control interface for medical device sterilizer fog/aerosol distribution. Real-time SVG visualization, multi-parameter slider controls, and live status monitoring with CANopen protocol integration.
Embedded firmware architecture for real-time aerosol distribution control on Atmel AVR32 microcontroller. Multi-threaded FreeRTOS with PWM actuators, ADC feedback sensing, PI control algorithms, and CANopen communication for safety-critical sterilization operations.
Edge + Cloud AI platform delivering real-time contextual recommendations to drivers. NVIDIA Jetson runs local inference; AWS handles fleet analytics and LLM-based personalization over MQTT.
Industrial real-time asset tracking using BLE 5.x beacons, Kalman-filtered RSSI trilateration, MQTT telemetry to AWS IoT Core — sub-3m accuracy across 500+ assets.
Real-time BMS firmware for a 400V li-ion pack — Extended Kalman Filter SoC/SoH estimation, CAN bus telemetry, thermal management, ISO 26262 ASIL-B fault handling.
Zebra FX9600 fixed-reader RFID automation with Python LLRP middleware, MQTT telemetry and SAP ERP integration — 85% fewer manual counts, 99.8% inventory accuracy.
Long-form technical deep-dives on embedded systems, automotive software, IoT, and edge AI. Written to rank — structured headings, semantic HTML, real code examples, and schema markup.
BSW layering, ECUC configuration, Vector DaVinci integration — working CAN driver conforming to AUTOSAR 4.4.
Fail-safe, rollback-capable OTA pipeline — delta updates, signature verification, and production lessons.
Pairing modes to AES key exchange — working Zephyr RTOS example on nRF Connect SDK 2.5.
Coulomb counting + Kalman filtering, passive and active balancing with architecture breakdown.
Machine config, kernel recipe, device tree, and systemd service integration on custom ARM board.
INT8 quantization, CMSIS-NN kernels, Edge Impulse model on STM32H7 — benchmarked for power.
Payload size, connection overhead, QoS, and AWS IoT Core compatibility for embedded devices.
Voltage, current, temperature and time-to-discharge, streamed from firmware to a live dashboard.
Every project follows a proven process — rigorous upfront alignment means faster execution and fewer surprises.
Weeks 1–2: Deep dive into your requirements, existing codebase, and hardware constraints.
Weeks 3–4: Firmware architecture, API contracts, milestone plan, and toolchain setup.
Week 5+: Iterative development with weekly check-ins, code reviews, and production handoff.
Reviews from direct collaborators and clients. Each testimonial is genuine — nothing fabricated or incentivised. Verifiable via LinkedIn.
Ready to add your name to this list?
Most clients see their first firmware milestone delivered within 2 weeks of kickoff.
Anything not covered here? Reach out directly via the contact form or WhatsApp and I'll answer within 24 hours.
I work across 8-bit to 32-bit MCUs (AVR, PIC, STM32, ESP32, nRF52, RP2040, TI MSP430/C2000, Renesas RA/RX), real-time processors, and Linux-capable SoCs and SoMs (Raspberry Pi, NVIDIA Jetson) — covering automotive, industrial, and IoT-grade platforms. OS stack spans bare-metal, FreeRTOS, Zephyr, and Embedded Linux (Yocto/Buildroot).
Both. I'm comfortable reviewing schematics, doing hardware bring-up, debugging with oscilloscopes and logic analyzers, and collaborating closely with PCB designers and HW engineers. I often serve as the firmware-hardware interface on mixed teams.
Yes — all projects include a 30-day warranty period for bug fixes at no extra cost. Ongoing support or retainer arrangements are available.
Three options: hourly consulting (for audits, reviews, and advisory), fixed-price projects (for well-scoped deliverables), and monthly retainers (for ongoing development or CTO-on-demand roles). I'll recommend the best fit after an initial call.
Scope varies widely. A firmware audit or single driver can be 1–2 weeks. A full IoT product from bring-up to cloud integration is typically 3–6 months. I'll give you an honest estimate after reviewing your requirements.
Absolutely. I'm comfortable with standard mutual NDAs and IP assignment agreements. Confidentiality is taken seriously — several of my current clients are in stealth mode.
Not just a contractor — a technical partner who owns the problem end-to-end, communicates clearly, and ships production-ready embedded systems.
A complete view of the technologies I work with daily — from bare-metal MCU toolchains to cloud AI platforms.
No sales pitch. We spend 30 minutes understanding your project — hardware, stack, timeline, and constraints — and I'll tell you honestly whether I'm the right fit and what an engagement would look like.
Available for embedded firmware consulting, automotive software contracts, IoT architecture reviews, and technical advisory. Fast response, clear communication.
Response time: typically within 24 hours on weekdays.
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