Hi, I'm Ayush K.C.

AI/ML Developer

I build AI/ML systems that turn research ideas into usable products, with a focus on deep learning, computer vision, and audio intelligence.

About Me

Get to know more about my background, experience, and what drives my passion for development.

Ayush K.C. - AI/ML Developer

I'm an AI/ML developer focused on building practical, reliable systems that turn data into real-world outcomes. My work centers on deep learning, generative models, and applied research.

I enjoy experimenting with new architectures, training workflows, and sharing what I learn through projects and open-source contributions.

Kathmandu, Nepal
ayushkc078@gmail.com
Available for new projects

Skills & Technologies

A focused mix of AI/ML expertise with solid web and backend foundations.

ML Focus Areas

Machine LearningDeep LearningComputer VisionGenerative AIImage ProcessingAudio Processing

ML Frameworks

PyTorchTensorFlowscikit-learnKerasHugging FaceOpenCVNumPy

Data & Visualization

PandasMatplotlibSeabornJupyterSQL

MLOps & Deployment

FastAPIModel ServingAPI DeploymentDockerKubernetesCI/CD (Jenkins)

Backend & APIs

Node.jsExpressREST APIsMongoDBPostgreSQL

Frontend

ReactNext.jsTypeScriptTailwind CSSJavaScriptHTML/CSS

Developer Tools

GitLinuxVS Code

Featured Projects

A selection of AI/ML projects focused on generative vision and audio enhancement.

Image Colorization with Diffusion
Image Colorization with Diffusion

Trained a diffusion-based model to colorize grayscale images using the COCO 2019 dataset, focusing on realism, structure preservation, and stable training.

PyTorchDiffusion ModelsCOCO 2019CUDAComputer Vision
Noise2Noise Audio Denoiser
Noise2Noise Audio Denoiser

Built a 20-layer deep complex U-Net for speech enhancement using the Noise2Noise paradigm, improving clarity without paired clean targets.

PyTorchNoise2NoiseDeep Complex U-NetSignal ProcessingAudio ML

Get In Touch

I'm always interested in new opportunities and collaborations. Let's discuss how we can work together!

Send me a message

Let's connect

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

ayushkc078@gmail.com
📍Kathmandu, Nepal