Project
Adaptive LLM Inference Engine
A capstone in progress that selects a model, quantization level, and device based on available resources and performance needs.
Python · LLMs · Hugging Face Transformers · FastAPI · Model Quantization
Software Engineer Portfolio
Santosh M builds practical software
Final-year B.Tech CSE (AI & ML) student at Alliance University, Bengaluru, focused on Python, AI/ML, web development, and generative AI applications.
Focus
Software engineering and generative AI
Building tools that combine model workflows, product thinking, and clean interfaces.
Current work
Adaptive LLM Inference Engine
An in-progress capstone exploring model selection, quantization, and compute-aware inference.
Projects built around real engineering problems.
Project
CoAI.Pro
Work on an AI website generation platform covering generation workflows, editor functionality, prompt improvements, backend development, and quality testing.
Python · FastAPI · Next.js · AI APIs
Core strengths
Skills that connect model work, interfaces, and backend systems.
I work across Python, AI/ML, web development, and product-focused implementation. The goal is to keep the engineering practical and the interface clear.
Explore projects →Python development
Building reliable application logic, APIs, and automation for engineering workflows.
AI/ML systems
Working with LLMs, model selection, quantization, and evaluation-oriented iteration.
Web applications
Creating interfaces and product flows with FastAPI, Next.js, and careful UI structure.
Product testing
Verifying generation quality, editor behavior, and end-to-end product experience.
About
A focused engineering profile shaped by software and AI work.
Santosh M is a final-year B.Tech CSE (AI & ML) student at Alliance University, Bengaluru, interested in software engineering, generative AI, and practical technology solutions.
The work spans model-aware system design, web development, and the details that make software usable.
Contact Me →Education and experience
Alliance University, Bengaluru
Final-year B.Tech Computer Science and Engineering (Artificial Intelligence and Machine Learning).
Software Engineer Intern — CoAI.Pro
Contributed to development and testing across generation workflows, editor functionality, prompt improvements, and quality verification.
Contact
Reach out about projects, roles, or collaboration.
Use the contact page to send a message with your name, email, and a short note about what you need.
Contact MeNext step
Move from curiosity to conversation.
- ✓Projects are described with their actual status and technologies.
- ✓The contact path is direct and simple.
- ✓The portfolio keeps the focus on engineering work.