Abinaya K

Final-year AI & Data Science student · Aspiring Software Developer & AI Engineer

Namakkal, Tamil Nadu, India

@abinaya_k

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🎓 Bachelor of Technology (B.Tech), Artificial Intelligence and Data Science at Vivekanandha College of Technology for Women · Graduating 2027

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About

Final-year AI & Data Science student with hands-on experience in AI engineering, AI agents, RAG, and full-stack development. Built retrieval-augmented and web-based solutions, and is seeking software development and AI engineering roles.

Experience

Software Development Intern

Qness Software Private Limited

Built a role-based Inventory and Billing Management System for internal use using a Python/Flask backend, SQLite database, and Bootstrap front end. Implemented REST APIs, authentication, Role-Based Access Control (RBAC), CRUD workflows, and database models to support core business operations.
Data Analytics Intern

Besant Technologies

Performed data cleaning, preprocessing, and Exploratory Data Analysis (EDA) using Python, Pandas, Excel, and Power BI. Built interactive Power BI dashboards to visualize business metrics and generate data-driven insights.

Education

Bachelor of Technology (B.Tech)

Vivekanandha College of Technology for Women

Artificial Intelligence and Data Science · 2023 – 2027
Higher Secondary Certificate (XII)

Venus Matriculation Higher Secondary School

2022 – 2023

Skills

<3 months

RAG MCP LLMs Flask Python FastAPI Node.js AI Agents Socket.io JavaScript OpenAI API Claude API Prompt Engineering Agentic AI Systems REST API Development Retrieval Augmentation Generation

Tools / apps / platforms

<3 months

Git n8n Chroma Docker Ollama QDrant SQLite Blender PostgreSQL Microsoft Excel Microsoft Power BI

Projects

AI Research Agent (n8n Automation)

n8n, Python, LLM APIs, REST APIs, AI agent

Designed an automated AI research workflow to collect, process, and organize information into structured research outputs.
RAG-Based Chatbot (TinyLlama)

Python, FastAPI, Sentence Transformers, FAISS/Chroma, LLM APIs

Developed a Retrieval-Augmented Generation chatbot that retrieves relevant information from documents and generates context-aware responses.
AI Avatar Assistant

Python, FastAPI, Three.js, Ready Player Me, Groq API, TinyLlama, RAG

Developed an interactive AI-powered virtual avatar assistant with real-time conversational responses and integrated knowledge retrieval.
Self-Hosted AI Support Ticket Triage Agent

n8n, Python, MCP (FastMCP), Qdrant, Ollama (Llama 3.1 + nomic-embed-text), PostgreSQL, Docker Compose

Built a fully local AI ticket triage system for classification, RAG retrieval, and routing. Integrated Ollama, Qdrant, PostgreSQL, and FastMCP, orchestrated through n8n and Docker.

Courses & certifications

Full Stack Web Development Certification
C and C++ Programming Certification

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