Open to opportunities

From data to deploy,
I make models work.

Sanmay Vinod — AI/ML engineer who builds pipelines, trains models, and ships them to production.

About

Final year CSE student at College of Engineering Trikaripur with a focus on AI/ML and building production-ready systems.

Most of my work revolves around machine learning pipelines, NLP systems, and backend APIs. Currently exploring MLOps practices — experiment tracking, model registries, drift detection, and deployment automation.

When not training models, I build full-stack applications and tinker with developer tools. Comfortable working across the stack from data preprocessing to API deployment.

Experience

AI Intern @ Codtech IT Solutions

Oct 2025 – Present

Building NLP pipelines, neural style transfer models, and API-first inference systems with Python, PyTorch, and OpenAI.

ML Intern @ Alpha Innovations

Sep – Nov 2025

Developed supply-chain forecasting engine with time-series ML pipelines and automated workflow orchestration.

ML Intern @ Vislona

Sep – Oct 2025

Built image quality analysis system and dual AI task routing with LightGBM + Gemini API (95% accuracy).

Skills & Technologies

Technologies I work with to build intelligent systems and scalable applications.

Python
Python
JavaScript
JavaScript
SQL
SQL
Java
Java
C
C
PHP
PHP
Rust
Rust
TypeScript
TypeScript
FastAPI
FastAPI
Node.js
Node.js
Python
Python
JavaScript
JavaScript
SQL
SQL
Java
Java
C
C
PHP
PHP
Rust
Rust
TypeScript
TypeScript
FastAPI
FastAPI
Node.js
Node.js
Python
Python
JavaScript
JavaScript
SQL
SQL
Java
Java
C
C
PHP
PHP
Rust
Rust
TypeScript
TypeScript
FastAPI
FastAPI
Node.js
Node.js
TensorFlow
TensorFlow
PyTorch
PyTorch
Scikit-learn
Scikit-learn
Keras
Keras
Hugging Face
Hugging Face
MLflow
MLflow
LangChain
LangChain
Optuna
Optuna
Prefect
Prefect
DVC
DVC
TensorFlow
TensorFlow
PyTorch
PyTorch
Scikit-learn
Scikit-learn
Keras
Keras
Hugging Face
Hugging Face
MLflow
MLflow
LangChain
LangChain
Optuna
Optuna
Prefect
Prefect
DVC
DVC
TensorFlow
TensorFlow
PyTorch
PyTorch
Scikit-learn
Scikit-learn
Keras
Keras
Hugging Face
Hugging Face
MLflow
MLflow
LangChain
LangChain
Optuna
Optuna
Prefect
Prefect
DVC
DVC
Docker
Docker
AWS
AWS
PostgreSQL
PostgreSQL
Redis
Redis
GitHub
GitHub
Git
Git
Postman
Postman
Prometheus
Prometheus
Supabase
Supabase
Vercel
Vercel
Render
Render
Docker
Docker
AWS
AWS
PostgreSQL
PostgreSQL
Redis
Redis
GitHub
GitHub
Git
Git
Postman
Postman
Prometheus
Prometheus
Supabase
Supabase
Vercel
Vercel
Render
Render
Docker
Docker
AWS
AWS
PostgreSQL
PostgreSQL
Redis
Redis
GitHub
GitHub
Git
Git
Postman
Postman
Prometheus
Prometheus
Supabase
Supabase
Vercel
Vercel
Render
Render

Featured Projects

Here are some of the projects I've worked on. Each one was built to solve a specific problem or explore new technologies.

AutoML Pipeline
AutoML Pipeline
Production-ready end-to-end AutoML pipeline with data validation, model selection using Optuna, MLflow tracking, champion-challenger registry, drift detection, and FastAPI deployment.
PythonMLflowPrefectOptunaFastAPIDVC
MCP Builder
MCP Builder
In Progress
A tool for building and managing Model Context Protocol (MCP) servers. Simplifies the creation of AI-powered tools and integrations with a visual builder interface.
PythonTypeScriptMCPAI Tools
RAG Chatbot
RAG Chatbot
Retrieval-Augmented Generation chatbot built with OpenAI and FastAPI. Enables intelligent document Q&A with vector embeddings and semantic search.
PythonOpenAIFastAPIRAGLangChain
Other Projects

Get In Touch

Have a project in mind or just want to say hi? I'd love to hear from you.

Contact Information

Email

sanmayvinod11@gmail.com

Phone

+91 9061413682

Location

Kannur, Kerala, India