AI & Embedded Systems Engineer

Engineering intelligence,
from silicon to software.

I build real-time firmware for IoT medical devices, train the neural networks that run on them, and ship the data pipelines that make sense of it all — currently at Code Pros Pvt. Ltd., Kathmandu.

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Kathmandu, Nepal NEC Registered Engineer Open to opportunities

Portrait of Bishal Ramdam B.K.
fig. 1 — the engineer
01

About

Most engineers pick a layer of the stack and stay there. My work runs through all of them — PCB schematics in KiCad, C/C++ firmware on ESP-IDF, computer vision models in PyTorch, and LLM agent pipelines orchestrated with LangChain and CrewAI.

At Code Pros I work on IoT health-monitoring devices: writing the firmware that captures sensor data in real time, integrating the CNN models that turn that data into measurements, and building the ETL pipelines that put the results in front of people who need them.

I hold a B.E. in Electrical & Electronics Engineering (full scholarship, Pokhara University) and am a registered engineer with the Nepal Engineering Council. The work I find most interesting sits at the boundary between physical and digital — where a raw signal becomes a decision.

02

Experience

Nov 2023 — Present

Kathmandu, Nepal

AI & Embedded Systems Engineer

Code Pros Pvt. Ltd.

  • Engineered high-performance firmware for IoT health-monitoring systems in C/C++ on ESP-IDF, optimizing real-time data capture and cloud transmission protocols.
  • Fine-tuned and integrated a CNN model into a consumer medical device, implementing computer-vision algorithms that automate its core measurement features.
  • Developed and deployed AI agents (LangChain, CrewAI) and custom N8n pipelines that automate internal operations and digitize manual processes.
  • Built scalable ETL pipelines on GCP and BigQuery that visualize core business metrics, giving management real-time analytics.
  • Architected an automated SDLC reporting and workflow system on GitHub Projects APIs, cutting administrative overhead across engineering deliverables.
03

Selected projects

★ People's Choice Award — Locus 2020

3-in-1 Cartesian Machine

A hybrid manufacturing machine that 3D-prints, laser-engraves, and mills PCBs on a single Cartesian platform. Took 2nd place at the Pokhara University Fair and was presented at the Provincial Youth Scientist Conference.

Hardware · Firmware · CAD/CAM

B.E. Capstone

IoT-Based CNC Machine

A cloud-connected CNC system enabling remote operation and live status monitoring — removing the standalone-only limitation of conventional CNC machines.

IoT · Cloud · Embedded

Data Engineering

Attribution Modeling for ETL

Production-ready ETL pipelines implementing first-touch, last-touch, linear, time-decay, and U-shaped marketing attribution models for multi-channel analytics.

Python · ETL · BigQuery

GitHub ↗

AI Application

Smart Chess

An AI-powered chess engine built to sharpen play and accelerate learning, combining classic search algorithms with modern evaluation heuristics.

Python · Game AI

GitHub ↗

Algorithms

Shortest Path Algorithms

A reference suite of classical and heuristic pathfinding: DFS, BFS, Uniform Cost Search, Dijkstra, Greedy Best-First, A*, and Genetic Algorithms.

Python · Search · Heuristics

GitHub ↗

Game AI

Tic-Tac-Toe — Minimax

An unbeatable Tic-Tac-Toe AI using Minimax with Alpha-Beta pruning — adversarial search and decision-tree optimization at its most distilled.

Python · Minimax

GitHub ↗
04

Skills

Core Engineering

IoT Firmware Design · PCB Design · Deep Learning (CNN, NLP) · Data Engineering · Signal Processing

Languages

C / C++ · Python · Bash · Assembly

AI & Data

PyTorch · TensorFlow · OpenCV · LangChain · CrewAI · Pandas · NumPy · BigQuery

Tools & Cloud

Google Cloud Platform · FastAPI · Flask · Docker · Git / GitHub · N8n · Google Apps Script

Hardware Design

KiCad · LTSpice / ngSpice · AutoCAD Electrical · Proteus · ESP-IDF · Arduino

05

Education & credentials

Degree

B.E. Electrical & Electronics Engineering

Pokhara University

Full scholarship recipient

License

Registered Engineer

Nepal Engineering Council (NEC)

License No. 98472

06

Contact

Let's build something that works.

I'm open to roles in AI, embedded systems, and data engineering — and always glad to talk shop about hardware that thinks.

eeebishalramdam@gmail.com LinkedIn ↗ GitHub ↗