01YOLO v3 / Real-time object detection
PyTorch · Computer vision · Deep learning
Hello
Guneev
Software developer · Hamilton, Ontario
01 / About
Software is a craft of making hard things feel simple.
Driven, curious, and always eager to learn. I'm fascinated by the ongoing application of big data, from machine learning and AI to frictionless systems, IoT, VR, AR, cyber security, and cloud computing.
Your Photo
02 / Toolkit
The working set.
LanguagesPython
Languages / 5 tools
Pick a layer, then go deeper.
The language behind AI experiments, automation, APIs, and computer vision work.
LanguagesPython · Java · C++ · JavaScript · SQL · Bash · R
AI / MLPyTorch · LangChain · Hugging Face · OpenAI API
Cloud & DevOpsAWS · GCP · Terraform · Git · GitHub Actions · Docker · Linux
FrameworksReact · Flask · Django · Node.js · Vue.js
03 / Professional experience
Where I build.
PurolatorApplication Engineer Co-opSep 2025 — Apr 2026
Multi-region AWS serverless architecture, Terraform, GitHub Actions, monitoring dashboards, and an Amazon Bedrock RAG chatbot.
NovadoxAI Software Developer Co-opMay — Aug 2023
Personalized student budgeting with OpenAI and PyTorch, plus a LangChain document and web question-answering system.
BlueLogicFull-Stack Software Developer InternJul — Aug 2021
React and Flask pharmacy application with chatbot functionality, plus a PyTorch computer vision dog-breed classifier.
emQubeML Software Developer InternAug — Sep 2020
Amazon Alexa skills using NLP, ASR, DNNs, and SSML to assist elderly users with daily tasks.
04 / Education + club work
Learning in public.
Education
McMaster University
Honours BASc, Computer Science · Minor in Statistics
Aug 2022 — Apr 2027 · GPA 3.7 / 4.0
Relevant courses
Machine Learning, Natural Language Processing, Algorithms, Operating Systems, Databases, and Computer Networks.
McMaster Computer Science SocietyVice PresidentMar 2024 — present
Led ProjectX 2024, an ML research competition on co-learning in multimodal AI; co-authored a research paper, mentored 8 students, and organized technical events.
McMaster Solar CarWeb Development LeadMar 2024 — present
Designed, developed, and hosted the team website using Vue.js and JavaScript.
McMaster Cyber Security ClubOutreach ExecutiveSep 2024 — present
Managed university, sponsor, and event communications; coordinated cybersecurity events; competed in 3 CTFs with a top-3 CyberSci finish.
05 / Selected projects
Made with intent.
Research, AI, and software projects built to explore hard problems.
01Project
02Movie recommendation app
Python · NLP · AI/ML
03NotDeltaHacked / AI cybersecurity suite
Cohere API · Arduino · PyTorch
04NLP Reddit user behavior model
Python · BERT · Reddit API · NLP