RESEARCH & DEVELOPMENT

SynapSense

Footstep Recognition Platform

Developing edge AI solutions for gait analysis using piezo sensors and spiking neural networks. Currently in the prototyping phase.

Development
Current Status
Prototyping Phase
Local
Processing
Edge Computing Focus
16x16
Sensor Grid
Piezo Matrix Hardware

Current Tech Stack

We are actively developing and refining these core components in our lab.

In Lab

Hardware Prototype

ESP32 microcontroller integrated with a 16x16 piezo sensor matrix.

16x16 Grid SizeESP32 MCUAnalog Mux
Research

AI Model

Spiking Neural Network research for gait dataset training.

Spiking NNGait ClassificationEdge Inference
Development

Dashboard

Visualization interface for sensor data streams.

React.jsWebSocketsChart.js

Live Sensor Data View

Simulating the 32x32 pressure grid response in real-time. Move cursor to test sensitivity.

32×32 sensor grid simulationWaiting for input...

Development Roadmap

Our path from prototype to product.

Q4 2025

Hardware MVP

  • ESP32 integration
  • Piezo array calibration
  • Basic data collection
Q1 2026

Model R&D

  • Gait dataset collection
  • SNN architecture tests
  • Latency profiling
Q2 2026

Pilot Testing

  • Site installation
  • Real-world data gathering
  • System validation
Q3 2026

Iteration

  • Hardware refinement
  • Model optimization
  • UX improvements
Q4 2026

Launch Prep

  • Certification
  • Manufacturing partners
  • Commercial release

The Team

Building the future of gait analysis, from sensor physics to cloud dashboards.

Machine Learning
PM

Pranshul Mishra

Lead ML Engineer

Lead architect designing high-efficiency neural networks for edge deployment.

System ArchSNNsEdge AI
Hardware
MS

Mohammad Samir

Hardware Lead

Embedded systems expert. Specializes in sensor integration and PCB design.

Embedded CPCB DesignSensor Calibration
Hardware
AM

Apurv Mishra

Hardware Engineer

Signal processing specialist. Expert in analog electronics and firmware.

Signal ProcessingFirmwareElectronics
Software
AP

Aditi Pandey

Software Lead

Full-stack developer with expertise in real-time systems and dashboards.

ReactNode.jsReal-time Systems
Software
AD

Aditi Dixit

Software Engineer

Building robust software infrastructure and data pipelines for sensor streams.

PythonData EngineeringAPI Design

Get In Touch

We are happy to answer your questions. Reach out to us directly.

Email
synapsensesecurities@gmail.com
Phone
+91 8303893244
Location
India

Send a Message