Devansh Goyal
Computer Engineering Student
I build innovative software solutions that bridge the gap between complex engineering problems and user-friendly experiences. Currently pursuing Computer Engineering at Queen's University with a passion for AI/ML and full-stack development.
About Me
Hey! My name is Devansh Goyal, and welcome to my site! I study Computer Engineering at Queen's University and am originally from Mississauga, Ontario. I have experience in software development, with an aptitude in the field of machine learning.
I have an ever-growing interest in hardware, and I aspire to build technical projects that integrate both fields of hardware and software. I enjoy experimenting with new technologies in the world of engineering and building impactful projects that have a positive impact on society.
I am always interested in collaboration-based projects, which is why I consistently attend hackathons. I'm always down to working with new people, if you are interested in collaborating or simply want to have a chat, please reach out! Let's build something cool and life-changing together!
Experience
Software Engineering Intern
Mantra Collab
- •Developed a FinTech application using TypeScript, Next.js, React.js, Node.js, and MongoDB to enable users with expense management, financial literacy, and budgeting tools.
- •Enhanced user data security by deploying a JWT authentication service and MongoDB schemas by encrypting fields, effectively storing user information.
- •Boosted user engagement by designing an interactive dashboard and engineering a RESTful API for real-time and feasible usage.
Machine Learning Intern
CoolR Group
- •Fine-tuned and trained a chatbot using company documentation and PyTorch, resulting in real-time and authentic responses to user queries.
- •Built a vector search pipeline using the Cohere API and Annoy Index, enabling an efficient and intelligent similarity search system within the company database.
- •Engineered a Flask backend to handle user queries and incorporate the chatbot model with the vector search pipeline, resulting in a scalable API service for real-time query handling.
Featured Projects
A showcase of projects that demonstrate my passion for solving real-world problems through innovative technology solutions.
CiviClinic
Created CiviClinic to address healthcare inefficiencies by using machine learning for patient diagnosis through image processing and NLP. The system matches patients with appropriate doctors and provides medical advice, potentially reducing ER wait times by classifying non-critical patients.
Impact
Reduced ER wait times by classifying non-critical patients using AI, ensuring that 1 in 7 unnecessary ER patients can take care of themselves without medical support.
Volunteer Hub
Built to bridge the gap between students and extracurricular opportunities by providing personalized and easy-to-navigate activities through an interactive map-based frontend. Used web scraping to gather and filter relevant activity data.
Impact
Connected students with personalized extracurricular opportunities through intelligent filtering and interactive mapping.
GrowTogether
Built a modern Flask app with leaderboard, map, and community features using Python, SQLAlchemy, and real gardening data.
Impact
Created a community-driven platform that gamifies urban gardening and promotes sustainable living through technology.
Vanilla Neural Network
Applied calculus and linear algebra concepts to implement the movement of neurons manually and calculate gradients and change network weights using optimization. Received a final validation error of <0.5, resulting in feasible and precise predictions of a student's GPA.
Impact
Achieved <0.5 validation error in GPA predictions using pure mathematical implementation without ML libraries.
LLM from Scratch
Faced challenges with data quality and model output, but learned a lot about the intricacies of LLMs and enjoyed the process.
Impact
Gained deep understanding of transformer architecture and language model training through hands-on implementation.
Technical Skills
A comprehensive toolkit for building innovative solutions across the full technology stack.
Languages
Libraries and Frameworks
Databases
Tools
Hardware
Hobbies & Interests
In my nonexistent free time, you can find me enjoying these activities!
Music
Soccer
Coding
Origami
Badminton
Doomscrolling
Career Aspirations
Areas I'm passionate about exploring in my career journey
Future Goals
"The future belongs to those who believe in the beauty of their dreams."
- Eleanor Roosevelt
Let's Connect
I'm always excited to discuss new opportunities, collaborate on interesting projects, or just chat about technology and innovation. Feel free to reach out!
Get in Touch
Location
Mississauga, Ontario
Send Me a Message
Ready to build something amazing together?