Shyamdev Krishnan J avatar

Shyamdev Krishnan J

Developer / Artist

Experience

Amrita University

Research Work

2024 - 2025

Technologies Used:

Python
  • Developed a lightweight, explainable Conformer-based model that combines CNN and Transformer blocks for accurate medical image classification across datasets like BloodMNIST, RetinalMNIST, and ROP.
  • Demonstrated superior performance (AUC: 0.999 on BloodMNIST) and scalable deployment potential in low-resource settings compared to traditional CNNs and Vision Transformers.

Devolve

Project Manager / Frontend-Developer

2023 - 2024

Technologies Used:

ReactJavaScriptNext.js
  • Led cross-functional teams in planning, execution, and delivery of web projects, ensuring alignment with client objectives and timelines.
  • Implemented best practices and modern methodologies to enhance project efficiency and quality of deliverables.

ACM - ASC

Web Development Intern

Oct. 2022 - Dec. 2022

Key Technologies:

PythonJavaScriptSQL/Databases
  • Collaborated within a team to develop and maintain comprehensive databases for students and faculty members.
  • Contributed to the creation of a dynamic website for the university's ACM (Association for Computing Machinery) club.

C3 Air Squad

Front-End Developer

June 2023 - July 2023

Key Technologies:

PythonReactNext.jsAndroid
  • Gained experience with various protocols associated with MAV (Micro Air Vehicle) technology.
  • Contributed to the development of a web application for a Drone Ground Control Station.

Tools & Technologies

Design

Photoshop
Premiere Pro
Figma
Canva
Blender

Frontend

TypeScript
JavaScript
React
Next.js
Tailwind CSS

Backend & Database

Supabase
PostgreSQL
Firebase
GraphQL
Django

Tools & Platforms

GitHub
Git
Google Cloud
OpenAI

Selected Works

Art Studio

Next.jsTypeScriptTailwind CSSVercel

A personalized platform to showcase my artistic creations and facilitate communication with potential clients.

Live News Application

Next.js 13GraphQLStepZenResponsive Design

A real-time news app developed using GraphQL for optimized data fetching and a seamless, intuitive interface.

Milagre Events

Web AppPayment GatewayEvent Management

A dedicated web app crafted to streamline event registration and management with a secure payment gateway.

Floor Cleaning Robot

ROSRoboticsAutomationC++

An autonomous robot using ROS that explores integrating robotics and automation into everyday cleaning tasks.

Breast Cancer Prediction

Machine LearningPythonData Science

A research project focused on predicting breast cancer outcomes using various machine learning techniques to compare accuracy.

Skin Cancer Prediction

Deep LearningCNNTensorFlowImage Analysis

Leveraging the power of Convolutional Neural Networks (CNNs) for advanced image analysis to classify skin lesions.