Hello, I'm
Bariscan Kose
Canada
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.
Technical Arsenal
Languages
Cloud, ML & Full-Stack
Embedded Systems
Experience
Full-Stack Software Engineer
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.
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.
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.
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.
Selected Projects
Remote Beehive Monitoring System
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.
Markets Prediction Pipeline
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.
Smart Irrigation System
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.
Embedded SOS for Hospital ID Cards
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.
E-Commerce Platform
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.
AI Voice Agent Platform
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.
Creative Code
Mathematics made visible — three generative pieces computed live in your browser.
Understanding Markets
Live market data from my personal VPS — Fear & Greed sentiment and S&P 500 valuation yields.
Curated Gallery
Use the controls to browse freely.
Add .jpg / .png / .webp files to the gallery/ folder and list them in gallery.js.
Think Clearly
Two essential reference posters for sharper reasoning — recognise the traps in your own thinking and in the arguments of others.
Posters by The Thinking Shop
Email Sign-Offs
Because "Best regards" is too predictable.
Education
CertificationsIoT & 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.
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.
Let's Connect
Whether you have a project in mind, a question, or just want to say hello — my inbox is open.