AI / ML Engineer

SundaresanV

I buildintelligent systems

The Story

Crafting the future with code and AI.

I'm an AI Engineer dedicated to architecting the next generation of intelligent systems. I specialize in building robust machine learning pipelines and integrating large language models to create transformative digital experiences.

With a deep focus on Generative AI and scalable cloud architecture, I bridge the gap between complex data science and high-performance product delivery, ensuring intelligence is at the core of every solution.

My Work

Selected Work

A showcase of my recent projects, from generative AI applications and ML pipelines to full-stack web platforms.

Monocular 3D Reconstruction: From Single-Image Perception to Structured Mesh Generation

Published in the IEEE International Conference on Artificial Intelligence and Signal Processing (AISP 2025), this research presents a Hybrid Implicit-Explicit GAN (HIE-GAN) for reconstructing high-quality 3D meshes from a single 2D image. The model combines Graph Convolutional Networks (GCNs) and Signed Distance Functions (SDFs) to improve reconstruction accuracy and efficiency for computer vision applications.

ResearchComputer Vision3D ReconstructionGenerative AIDeep LearningGANGraph Neural NetworksMesh GenerationShapeNetPyTorch
QuickDrop

QuickDrop is a local-first peer-to-peer file sharing and messaging platform inspired by Snapdrop, designed for seamless communication across devices on the same network. Built with Next.js, FastAPI, WebSockets, and WebRTC DataChannels, the application enables secure real-time chat and high-speed file transfers without relying on cloud storage or user accounts, delivering a fast and privacy-focused sharing experience.

Next.jsFastAPIWebSocketsWebRTC DataChannelsDockerP2P Networking
AI-Smart-HR-Management

AI-Smart-HR-Management is an AI-powered recruitment platform designed to automate and streamline the hiring process for organizations. Built using Next.js, FastAPI, LangChain, and DeepSeek via Ollama, the platform enables job posting, candidate applications, resume analysis, and AI-generated assessments, creating an end-to-end intelligent recruitment workflow.

Next.jsFastAPILangchainOllamaDeepSeekSQLite
Medical Detection Hub

Medical Detection Hub is an AI-powered healthcare application designed to assist in the early detection of skin cancer and pneumonia through medical image analysis. Built with Django and TensorFlow, the platform processes uploaded images using fine-tuned deep learning models based on the VGG-16 architecture, delivering accurate predictions through an accessible and user-friendly interface.

DjangoTensorFlowCNN (VGG-16)OpenCVSQLiteAugmentationHTMLCSS

Expertise

Technical Skills

A comprehensive overview of the tools, frameworks, and technologies I use to build scalable, intelligent systems.

Artificial Intelligence

PythonPyTorchTensorFlowScikit-learnPandasMatplotlibLangChainRAGPrompt EngineeringHugging FaceFine-tuningTransformers

Backend & Cloud

Fast APINode.jsPostgreSQLMySQLMongoDBSupabaseAWSREST APIsWebSockets

Frontend Engineering

JavaScriptTypeScriptHTMLCSSReactNext.jsTailwind CSSShadcn

Developer Ecosystem

GitGitHubGitLabDockerLinuxCode XAntigravity