
Running Behind Excellence
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
BdAI
Backend Engineer
June 27, 2026 – Present
TFT_mSPI
March 26, 2026 – Present
A lightweight and high-performance MicroPython library for TFT displays with optional touch support, designed for ESP32 and RP2040 platforms.
View ProjectMarvin_WakeWord_inferencing
April 12, 2025 – September 24, 2025
An on Device Machine Learning Enabled WakeWord Library For ESP32
View ProjectMotionSense-ESP
February 25, 2025 – March 5, 2025
A real-time gesture detection system using an IMU (Inertial Measurement Unit) and an ESP-based microcontroller with TensorFlow Lite (TFLite) for lightweight machine learning inference. This project enables motion-based control by recognizing predefined gestures with IMU sensor data and processing them on an ESP32
View ProjectVADCoreESP32
September 14, 2024 – September 16, 2024
ESP32 Voice Activity Detection Library
View ProjectESpeech
June 2, 2024 – Present
Free speech to text module for ESP32 with WakeWord & NLP. No API Key or Credit Card is needed.
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on personal, embedded systems, and IoT development. While demonstrating strong technical initiative, the breadth of experience in typical backend engineering domains (e.g., distributed systems, databases, cloud services, API design for web applications) is limited. This might indicate a potential mismatch for a standard Backend Engineer role requiring broader enterprise software development experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no assessment was completed or results are unavailable.