AI Agents
Building tool-using AI workflows and agent-based applications.
AI + LLM • BUILDING IN PUBLIC
SURAT, GUJARAT, INDIA / DIPLOMA IT STUDENT
Building
Practical AI
Systems.
AI-focused Diploma IT student building LLM applications, RAG systems, AI agents, and AI-powered products with Python.
Currently exploring Agentic AI, retrieval-augmented generation, tool calling, and practical AI application development.
Open to AI Developer Internships
UTPAL.AI / FOCUSONLINE
CURRENT_DIRECTIONAI ENGINEERING
INPUT→REASON→BUILD
learning_mode: truev.2026
01 / ABOUT
Learn by building.
Build to understand.
I am a Diploma in Information Technology student from Surat focused on AI engineering and practical LLM application development.
I learn by building. My current work includes AI agents, RAG pipelines, LLM API integrations, AI-powered applications, and workflow automation.
I enjoy exploring unfamiliar technologies, debugging problems, experimenting with different approaches, and turning ideas into working prototypes.
8.96CGPA / 10
5thSemester · Diploma IT
AI + LLMPrimary focus
SuratGujarat, India
02 / DIRECTION
Currently
focused on.
Following the questions that make software more useful, more capable, and more human.
RAG Systems
Exploring chunking, embeddings, vector retrieval, and contextual generation.
LLM Applications
Building practical applications using LLM APIs and AI SDKs.
AI Automation
Exploring AI-powered automation for repetitive workflows.
03 / SELECTED WORK
Projects with
a point of view.
Small systems, real experiments, and ideas being shaped into useful software.
Weather Agent
An AI-powered weather and email agent built with a Python agent workflow. It retrieves current weather information and can generate and send weather reports through Gmail SMTP.
KEY FEATURES
- Weather tool integration
- Tool-based task execution
- Groq-hosted LLM
- Email automation
CareerPilot AI
An AI-powered Resume and Internship Matching Assistant that helps students analyze resumes, explore internship opportunities, and identify relevant opportunities based on their profiles.
Research RAG
A research-focused Retrieval-Augmented Generation application for document-based question answering.
KEY FEATURES
- Document processing
- Text chunking
- Embeddings
- Vector retrieval
- Retrieval quality testing
Documents↓Chunking↓Embeddings↓Vector Store↓Retrieval → LLM → Answer
Next Step AI
An AI-assisted admission application assistant designed to verify application information, identify possible errors, and reduce manual mistakes.
KEY FEATURES
- Information verification
- Error detection
- AI-assisted workflow
Cosmos AI
A personal finance and financial-literacy application exploring AI-assisted insights for a personalized tracking experience.
KEY FEATURES
- Financial tracking
- AI-assisted insights
Local AI Agents
An exploration of local AI agents designed to automate repetitive workflows such as email drafting, weather reports, notifications, and document summaries.
KEY FEATURES
- Email drafting
- Weather reports
- Notifications
- Document summaries
04 / TOOLKIT
Tools for
the work.
A growing toolkit, honestly labeled. Strongest focus first, with plenty still being learned.
ACTIVE_MODULE
AI & LLM
status: primary focus
05 / IN PROGRESS
Currently learning
& building.
Roadmap over scoreboard. The interesting part is the next thing to understand.
01RAG SystemsExploring
02AI AgentsBuilding
03Agentic AIExploring
04Hugging Face TransformersLearning
05Local LLMs with OllamaExploring
06FastAPILearning
07DockerLearning
08LLM EvaluationImproving
09Better Retrieval TechniquesImproving
06 / EDUCATION
Grounded in
the fundamentals.
2024 — 2027
Diploma in Information Technology
Dr. S. & S.S. Gandhi College of Engineering and Technology, Surat
Current5th Semester
CGPA8.96 / 10
SSC93.8%
07 / OPEN CHANNEL
Interested in what
I'm building?
I learn by building practical projects, experimenting with new AI technologies, and sharing my work through GitHub.
08 / CONTACT