I'mKunal Suraniya
I build production-ready AI applications using Python, FastAPI, Large Language Models, vector search, and modern software engineering. My focus is creating reliable AI systems that combine LLMs, APIs, and workflow automation.
About Me
I'm an AI Engineer specializing in building production-ready AI systems. My journey from Full Stack Development into AI Engineering has given me a unique perspective on combining LLMs with robust backend infrastructure. I build practical AI systems that are reliable, scalable, and solve real-world problems.
My Transition to AI Engineering
I started my career in Full Stack Development, building complete applications from backend APIs to interactive frontends. This foundation gave me deep experience in software architecture, system design, and code quality—skills that are essential for building reliable AI systems.
Over time, my focus shifted toward AI and LLMs. I became fascinated by combining language models with robust backend systems. Today, I specialize in building production-ready AI applications using RAG systems, semantic chunking, embeddings, and modern development practices. I work with Python, FastAPI, vector databases, and LLM APIs to create intelligent systems that actually work at scale.
Currently, I'm exploring AI agents, tool calling, context engineering, and the latest advances in LLM applications. I believe the future of AI is not just about models—it's about building robust systems where AI components work seamlessly with well-engineered backends.
RAG & Embeddings
Building retrieval-augmented generation systems with vector databases and semantic search
Backend Systems
Designing scalable APIs and microservices with Python, FastAPI, and modern infrastructure
LLM Integration
Integrating language models, prompt engineering, and context engineering into applications
AI Agents
Building intelligent agents with tool calling, autonomous execution, and workflow automation
Quality
Writing production-ready code with proper testing and documentation
Performance
Building fast, efficient systems that scale and delight users
Collaboration
Working effectively with teams and contributing to open-source
Skills & Expertise
A comprehensive toolkit of technologies and methodologies I use to build intelligent systems.
Large Language Models
Retrieval
Backend
Frontend
Infrastructure
Core Competencies
Featured Projects
A showcase of my recent work in AI, backend systems, and full-stack development.
Chunker
Semantic Chunking for RAG Systems
A production-ready semantic chunking system that intelligently splits documents for retrieval-augmented generation. Implements advanced embedding-based chunking with ChromaDB for optimal context preservation.
RAG Pipeline
Key Features
- Semantic Chunking Algorithm
- Gemini API Integration
- ChromaDB Vector Storage
- FastAPI Backend
- React Frontend
Stack
Semantic Chunking for RAG Systems
Currently Building
Actively learning and building with cutting-edge AI technologies and frameworks.
AI Agents
Tool Calling
LangChain
Model Context Protocol
RAG Evaluation
Context Engineering
FastAPI
I'm actively exploring the latest developments in autonomous AI systems, intelligent automation, and advanced retrieval techniques. These are the tools and frameworks I'm using to build the next generation of AI applications.
Career Timeline
My evolution from foundational computer science through full-stack development to AI engineering.
Bachelor of Computer Applications (BCA)
2020 - 2023Chaudhary Charan Singh University (CCSU)
Master of Computer Applications (MCA)
2023 - 2025Dr. A.P.J. Abdul Kalam Technical University (AKTU)
Full Stack Development Specialization
2023Online Learning
AI Engineering & LLM Applications
2024Self-Directed Learning
Currently Building AI Agents
NowAdvancing AI agent development and autonomous systems
Technical Writing
I'm working on detailed technical articles about AI engineering, RAG systems, and LLM applications.
Stay tuned for in-depth articles on:
Articles coming soon. Follow my GitHub for updates on new projects and writing.
Certifications
Professional certifications and specialized training in AI, cloud, and development.
Prompt Engineering
Tayana Academy
Google Gems
Tayana Academy
Project GPT
Tayana Academy
CRUD Operations in MongoDB
MongoDB University
Certifications
Projects Completed
Years Experience
Let's Build Intelligent Systems Together
I'm always excited to collaborate on AI projects, discuss LLM applications, and explore the future of intelligent systems.
kunalsuraniya123@gmail.com
GitHub
github.com/kunalsuraniya
linkedin.com/in/kunalsuraniya
X (Twitter)
@SuraniyaKunal
Looking for more details about my work?
Download My ResumeHave an interesting AI project? Want to discuss RAG systems, LLM architectures, or backend engineering? Let's connect and build something great together.