Bariscan Kose

Hello, I'm

Bariscan Kose

Full-Stack Engineer |

Toronto, Canada

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About Me

I'm a software engineer with roots in electronics — I studied at Sabanci University in Istanbul, then completed an IoT & Machine Intelligence graduate program at Sheridan College in Toronto. That combination gives me an unusual depth: I'm as comfortable designing firmware in C as I am building cloud microservices in Java or training neural networks in Python.

At Electric Mind, I led generative AI initiatives, built full-stack products, and designed data pipelines. Before that I wrote firmware for WiFi extenders at Airties and optimised data infrastructure as a remote data scientist at Turing.

0+ Years Experience
0+ Technologies
0 Countries Worked
0 Certifications

Technical Arsenal

Languages

PythonJavaC/C++ JavaScriptTypeScriptSQL MATLABVerilogAssembly

Frameworks & Cloud

Spring BootReactDjango PyTorchTensorFlowAWS Azure AIDockerGraphQL

Embedded & Hardware

RTOSLinuxESP32 ARM CortexFPGAPIC TCP/IPI2C / SPI / UART

Experience

May 2024 – Dec 2025

Full-Stack Software Developer

Electric Mind · Toronto, Canada
  • Built backend microservices for fleet management replatforming with Java, Spring Boot, GraphQL, and AWS (Lambda, CloudFormation, CodePipeline).
  • Designed SQL Server databases for brokerage master-data management; built full-stack apps with Django, HTMX, Tailwind, and React.
  • Delivered Salesforce solutions using Apex, LWC, and JavaScript; integrated Twilio recordings with OpenAI for automatic call summarisation.
  • Designed and developed a generative AI transaction search application and AI voice-agent platform using Azure AI Foundry, BlandAI, Flask, and React.
JavaSpring BootAWSReactOpenAIAzure AI
Mar 2023 – Aug 2023

Embedded Software Engineer

Airties · Istanbul, Turkey
  • Developed and refined firmware for WiFi extenders; enhanced AT&T All-Fi Hub capabilities using Broadcom BSP, HALs, and cutting-edge networking protocols.
  • Resolved complex backtrace issues via GDB; managed dynamic shared libraries in Linux environments.
  • Presented progress updates to global partners across Asia, Europe, and North America.
C/C++LinuxGDBTCP/IPShell
Feb 2022 – Mar 2023

Data Scientist

Turing · California, USA (Remote)
  • Designed and implemented Python-based data ingestion and processing workflows using third-party APIs (including Clearbit, Apollo, SendGrid, and MAPP SFTP) to prepare and analyze structured datasets related to growth and customer engagement.
  • Extracted, transformed, and analyzed data using SQL in Mode Analytics and Google BigQuery to create analytical datasets supporting hypothesis testing, performance measurement, and data-driven growth decisions.
PythonSQLDockerJenkins
Jun 2021 – Aug 2021

ML & Embedded Software Intern

Ideaktif Consultancy · Izmir, Turkey
  • Built an embedded SOS feature for hospital ID cards using ESP-32 and iBeacon-type beacons, improving emergency response times.
  • Developed a predictive sales model with TensorFlow analysing pricing, time, and market positioning.
ESP-32TensorFlowPythonC++

Selected Projects

Remote Beehive Monitoring System

Graduation Project · 2021–2022

IoT system using SHT-15 & LM35 sensors, SIM808 GPRS/GSM module, and Arduino UNO to stream beehive health data to an AWS server globally — aimed at mitigating colony collapse disorder. Nominated for TUBITAK 1512 entrepreneurship programme.

ArduinoAWSIoTGPRS

Markets Prediction Pipeline

Personal VPS Project · 2022

Sophisticated 3-tier ensemble on a VPS integrating CatBoost, LightGBM, and Deep Neural Networks with Local & Parallel Folding. PostgreSQL data pipeline for continuous real-time US market data extraction and technical/fundamental analysis.

PythonDNNPostgreSQLLinux

Smart Irrigation System

Sheridan College · 2023–2024

IoT irrigation solution using ESP-32 and moisture sensors with real-time soil monitoring. Acquired proficiency in FANUC robotics, PLC programming, and RTOS concepts on MPLAB X IDE with PIC24 microcontroller.

ESP-32RTOSPLCFANUC

Embedded SOS for Hospital ID Cards

Ideaktif · 2021

Innovative emergency feature for hospital ID cards using ESP-32 motherboards paired with iBeacon-type Bluetooth beacons. Significantly improved response times for critical patient events.

ESP-32BluetoothC++iBeacon

E-Commerce Platform

University Team Project · 2021

Led front-end development for a full-stack e-commerce web and mobile platform within a six-member Scrum team. Delivered a responsive, intuitive UI using ReactJS and Redux.

ReactReduxJavaScriptCSS

AI Voice Agent Platform

Electric Mind · 2025

Single-handedly designed a generative AI transaction search system with ML model comparisons, and built AI voice agents for operational automation using Azure AI Foundry, BlandAI, Plaid, Flask, and React.

Azure AIBlandAIFlaskReact

Creative Code

Mathematics made visible — three generative art pieces rendered live in your browser.

Neural Web · Interactive — move your mouse
Lorenz Attractor · Deterministic chaos
Wave Interference · Superposition principle

Understanding Markets

Live market data from my personal VPS — Fear & Greed sentiment and S&P 500 valuation yields.

Loading market data…

Curated Gallery

A collection of images — auto-advances every 10 seconds. Use the controls to browse freely.

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Think Clearly

Two essential reference posters for sharper reasoning — recognise the traps in your own thinking and in the arguments of others.

I

Logical Fallacies

24 flawed argument patterns that derail rational discourse

Thou Shalt Not Commit Logical Fallacies poster
Click to view full size
II

Cognitive Biases

24 mental shortcuts that systematically distort your judgement

Thou Shalt Not Suffer Cognitive Biases poster
Click to view full size

Posters by The Thinking Shop

Words That Shape Thinking

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Email Sign-Offs

Because "Best regards" is too predictable.

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Education

IoT & Machine Intelligence

Sheridan College · Ontario, Canada

Sep 2023 – Apr 2024

Graduate Certificate. Smart irrigation systems with ESP-32, FANUC robotics, PLC programming, RTOS on PIC24 microcontrollers.

ESP-32RTOSPLCFANUC RoboticsMachine LearningIoTPIC24

B.Sc. Electronics Engineering

Sabanci University · Istanbul, Turkey

Aug 2017 – Jul 2022

GPA 3.23 / 4.00 — Dean's List (High Honour). Full merit-based scholarship — top 0.1% in national university placement exam.

Machine LearningMicroprocessorsSignal ProcessingComputer VisionCryptographyBiomedical InstrumentationSemiconductor PhysicsMEMS

Let's Connect

Whether you have a project in mind, a question, or just want to say hello — my inbox is open.

bariscan@alumni.sabanciuniv.edu github.com/bariscan-kose linkedin.com/in/bariscan-kose