Projects· what this engineer has built
TinyML Reference Design
Edge AI Engineer
Hannah Kim built a production-oriented project around TinyML, Quantization, CMSIS-NN.
Evidence for
Level 8
Junior Engineer
7,035 XP
63
Topics Learned
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Rare Skills
17d
Current Streak
25d
Longest Streak
Skills
Each skill shows what backs it. None of these labels means EmbeddedRoad reviewed the work, apart from Verified challenges, which are listed separately.
Project-backed· The engineer linked a public project to this topic.
From learning progress· Marked learned on EmbeddedRoad, which means the article was read.
- Analytic Signal and Hilbert Transform
- Autocorrelation and Power Spectral Density
- BIBO Stability from Pole Locations
- Continuous vs. Discrete Time Signals
- Correlation Receiver for Signal Detection
- Cross-Correlation and Cross-PSD
- DCT Properties and Applications (JPEG, MP3)
- Discrete Cosine Transform (DCT) Definition
- Discrete-Time Convolution and Correlation
- Energy and Power Signals
- Envelope Detection via Hilbert Transform
- Fourier Series: Trigonometric and Exponential
- +50 more
Evidence
- 63 across 4 branchesTopics learnedFrom learning progress
- Aliasing Effect and Anti-Aliasing Filter Need · DSP & Signal Processing · 2026-09-12
- ADC Key Specs: Resolution, ENOB, INL, DNL, SNR · Embedded Systems · 2026-09-11
- Aliasing: Overlapping Spectra When fs < 2·fmax · Signal Processing · 2026-09-10
- ARM Cortex-M Pipeline Stages (M0 to M55) · Embedded & Firmware · 2026-09-09
- Analytic Signal and Hilbert Transform · DSP & Signal Processing · 2026-09-08
- ADC Operation: SAR, Successive Approximation, Reference · Embedded Systems · 2026-09-07
- 63Active daysFrom learning progress
- Current streak: 17 days
- Longest streak: 25 days
- 1 (1 with source)ProjectsSelf-reported
- TinyML Reference Design · github
Verified: an EmbeddedRoad admin reviewed the submitted work by hand. From learning progress: computed from this profile’s own progress records, not reviewed. Self-reported: entered by the engineer and not checked. What does Verified mean?
Career Achievements
🌐
Full Stack Breadth
🎯
Lead Frequency
🏗️
Systems Architect
🔌
Intern Learner ×50
📘
Foundational ×50
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Embedded Systems Curious
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Embedded Systems Curious
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Embedded Systems Explorer
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Embedded Systems Explorer
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Embedded Systems Tinkerer
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Embedded Systems Tinkerer
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Embedded Systems Tinkerer
Branches
Embedded & Firmware5%
Embedded Systems4%