AI Oral Cancer Detection
Deep learning pipeline to detect oral abnormalities from clinical images with a reproducible inference flow.
Architecture: User → Frontend → Backend API → Model / Database → Output
S. Dinesh
I build resilient embedded products across ESP32, STM32, and Raspberry Pi, layering secure MQTT, OTA updates, and real-time telemetry dashboards for industrial and consumer environments.
AI-powered oral cancer detection optimization using DenseNet201 + AO
25+
Devices automated end-to-end
12
Protocols integrated (WiFi, BLE, LoRa)
5
Production-grade dashboards
Featured Systems
IoT Depth Mapping
Real-time lake depth mapping system combining ESP32 sensors, GPS, and interactive visualization.
Architecture: User → Frontend → Backend API → Model / Database → Output
Interested in working together?
Projects
Industrial IoT Monitoring
Redundant ESP32 nodes stream air-quality, vibration, and thermal data to a Raspberry Pi MQTT broker with live alerting dashboards.
ESP32
MQTT
Node.js
Deployed on: GitHub Pages
Home Automation Hub
Unified control surface for lighting, HVAC, and energy meters with scheduling, presets, and responsive PWA controls.
ESPHome
React PWA
FastAPI
Deployed on: GitHub Pages
Environmental Logger
Modular sensor stack records particulate, temperature, and barometric data locally and syncs to the cloud for long-term analytics.
ESP32
InfluxDB
React Native
Deployed on: GitHub Pages
Interested in working together?
Skills
Microcontrollers
ESP32 · STM32 · Arduino · FreeRTOS
Wireless & Protocols
MQTT · BLE · Wi-Fi · LoRa · Modbus
Firmware & Edge
Embedded C/C++ · OTA · Device security
Cloud & Dashboards
AWS IoT · Node.js · Next.js · Grafana
Interested in working together?
Experience
IoT Systems Intern - Hitachi Energy
Built edge telemetry flows for ESP32 devices, delivering improved alerting accuracy and dashboard visibility.
Interested in working together?
Certifications
Oracle AI Foundations
Oracle · 2024
Leveraged AI services to augment predictive maintenance flows.
Verify Credential →IoT (NPTEL)
NPTEL · 2025
Comprehensive training on embedded comms, gateways, and analytics.
Verify Credential →Python for Data Science
NPTEL · 2024
Backbone for analytics, alert thresholds, and on-device ML.
Verify Credential →About
I am an IoT engineer focused on embedded systems, secure device telemetry, and real-time monitoring workflows. I specialize in building reliable sensor networks, edge processing pipelines, and dashboards that turn field data into decisions. I enjoy working on systems that blend hardware, firmware, and cloud services.
Interested in working together?