Languages
Python · C · C++ · Java · SwiftUI · UIKit · HTML
Available for new projects
Hi, I'm Utsab.
I engineer & research the future.
I'm an electronics & information engineer specializing in computer vision, deep learning, and embedded systems. I build instruments that think — from U-Net segmentation to magnetic-resonance power transfer.
~ $ whoami
utsab dahal -- engineer & ml researcher
~ $ skills --list
✔ Computer Vision / Deep Learning
✔ Python / PyTorch / TensorFlow
✔ Embedded Systems / ESP32
✔ Signal Processing & PCB Design
~ $
Areas of expertise
Computer Vision
Deep Learning
Embedded / IoT
Signal & Power
PCB Design
Research
0
Selected works
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Peer-reviewed paper
0
LeNet-5 on MNIST
∞
Iterations in pursuit of clarity
A brief, honest portrait.
I am a BEI passout from IOE Thapathali Campus, building a practice around the idea that rigorous engineering can feel editorial. My work ranges from U-Net brain-tumor segmentation to magnetic-resonance wireless power transfer.
I am an engineer who identifies the need, solves the problem and experiments until it works. I have a genuine love for hardware — oscilloscopes, coils, PCBs — and I am deeply interested in research and mathematics. If it can be measured, modelled or optimised, I want to be the one doing it.
- Computer Vision
- Deep Learning
- Embedded / IoT
- Signal & Power
- Full-stack Tooling
Instruments of the trade.
ML & AI
CNNs · U-Net · MLPs · Segmentation · Classification · CV pipelines · Model evaluation
Frameworks
PyTorch · TensorFlow · Keras · OpenCV · NumPy · Pandas · Scikit-learn · Django · Next.js · React · MQTT · WebSockets
Data
MySQL · PostgreSQL · MongoDB · Firebase · Supabase
Hardware & Sim
ESP32 · ESP-NOW · LTSpice · Ansys Maxwell · Custom PCB design
Foundations
DSA · OOP · OS · Networks · DBMS · System design
The circuit bench.
I drew this rig on paper — V1, SW1, 470 Ω, 100 mH, 47 µF, D1 — photographed it, and taught the site to read it. Press test my work: Otsu thresholding, component detection, wire tracing, a clean vector redraw — and the sketch finally deploys as a live instrument you can drive.
- 01 · raw scan
- 02 · otsu threshold
- 03 · detect & trace
- 04 · vectorize
- 05 · morph → bench
Selected works.
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CIRCUITRON — circuit recognition & netlist synthesis
A computer-vision pipeline that detects components, resolves connections and emits simulation-ready netlists from hand-drawn or scanned schematics.
True Wireless Charging — magnetic resonance
A mid-range magnetic-resonance power transfer system with custom resonant coils and LC networks. Published; presented at OKRP 2025.
Brain-tumor segmentation with U-Net
A U-Net trained on MRI scans to segment tumor regions with strong Dice and IoU scores, with a focus on reproducible training & clean evaluation.
Person Re-identification — YOLO + ByteTrack + OSNet
Multi-camera person re-ID system using YOLO detection, ByteTrack for multi-object tracking, and OSNet appearance embeddings for cross-view matching.
RANSAC cuboid line detection
Sequential RANSAC on skeletonized edge pixels to detect structural lines from hand-drawn cuboids, with corner snapping and six comparative methods.
Fine-tuned TrOCR — handwritten text recognition
Fine-tuning the TrOCR transformer model to recognize handwritten text from scanned documents, targeting low-legibility inputs with custom datasets.
ThopaSichai — solar-powered smart irrigation
Solar IoT drip-irrigation with ESP-NOW sensor nodes, a Django backend and a Flutter control app. Field-deployed, low-power design.
ESP32 real-time monitoring
ESP32 streaming sensor data to a Django backend over MQTT and WebSockets with a live dashboard.
Desktop cryptography utility
A GUI desktop tool for AES, RSA, hybrid encryption and cryptographic hashing — designed around clarity, not clutter.
RF amplifier PCB
A custom printed circuit board for a high-frequency RF amplifier — designed, fabricated and bench-tested.
Mugic — native SwiftUI music player
A SwiftUI music app with real audio playback, Dynamic Island live activity, lock screen controls, playlists and an adaptive theme system. Zero dependencies.
Budget Handler — Tauri desktop app
A cross-platform desktop budget tracker built with Tauri, React and TypeScript, backed by a Rust core for native performance.
Manimtogenerate — math animation tool
A tool built on the Manim engine to programmatically generate mathematical animations and visualisations for teaching and presentation.
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Student task-management Android app
Role-based Android application for student task management, assignment tracking and notifications.
Publications.
Design and empirical validation of a mid-range wireless power transfer system using magnetic resonance coupling
Published in the KEC Journal of Science and Engineering (KJSE), Volume 10. Presented at the OKRP Conference 2025 on December 13, 2025.
DOI: 10.3126/kjse.v10i1.93856
Education.
Mar 2022 — present
IOE Thapathali Campus — Kathmandu
B.E. in Electronics, Communication & Information Engineering · 7th semester
Computer Programming · OOP · Probability & Statistics · DSA · DBMS · OS · Computer Networks · Calculus · Linear Algebra · Discrete Mathematics · Machine Learning
Open inbox
Initiate
Initiate
dialogue.
Available for select freelance builds, research collaborations and full-time roles. I reply within a day, usually faster.