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AC

Anfidha Zayan C

B.Tech IT Graduate · AI/ML & Generative AI

Kozhikode, Kerala, India

@anfidha_zayan

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About

B.Tech Information Technology graduate with hands-on experience in Python, machine learning, NLP, and backend development. Built Generative AI and RAG-based applications using FastAPI, Gemini API, FAISS, PostgreSQL, and MongoDB, with exposure to production systems.

Experience

  • React / MERN Stack Developer Intern
    Luminar Technohub
    Jun 2025 – —

    Developed full-stack web applications using React.js, Node.js, Express.js, and MongoDB as part of the MERN stack. Integrated RESTful APIs with JWT-based authentication for secure client-server communication; used Git/GitHub for version control and collaboration.

Education

Skills

1 to 2 years 1 to 2 years A year or two of steady use.
React Node.js Express.js JWT Authentication API Integration Understanding
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
SQL Expo NumPy Faiss Python Pandas FastAPI Pydantic JavaScript TypeScript OpenAI API Embeddings React Native Tokenization Machine Learning Google Gemini Api Prompt Engineering Sentence Transformers Natural Language Processing Retrieval Augmentation Generation

Tools / apps / platforms

1 to 2 years 1 to 2 years A year or two of steady use.
Git GitHub MongoDB
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Figma Render Vercel Postman PostgreSQL Hugging Face

Projects

  • AI Learning Companion
    Python · FastAPI · Google Gemini API · Sentence-Transformers · FAISS · PyPDF · React 19 · Vercel · Render

    RAG & Persistent Memory Assistant. Built a full Retrieval-Augmented Generation (RAG) application with PDF ingestion, text chunking, embedding generation, semantic/vector retrieval, and context-grounded answer generation. Implemented sliding-window chunking with overlap, persistent session-based memory, and deployed the backend on Render with the frontend on Vercel.

  • Aviation Security (AVSEC) System
    React.js · React Native / Expo · Node.js · Express.js · PostgreSQL · Figma

    Live in Production (2025–2026). Delivered a full-stack web portal and cross-platform mobile application for daily international airport security operations, including RESTful API integrations against a PostgreSQL backend and real-time workflows.

  • AI Interview Coach
    Python · Google Gemini API (response_schema) · Pydantic · Prompt Engineering

    Resume-Grounded Mock Interview Platform. Built a Python application that parses resume text and generates personalized technical and behavioral interview questions using structured, schema-validated Gemini API outputs.

Courses & certifications

  • Associate AI Engineer for Developers · DataCamp Career Track · 2026
  • Career Essentials in Generative AI · Microsoft & LinkedIn Learning · 2026
  • MERN Stack Internship Certificate · Luminar Technohub · 2025
  • Machine Learning through Python · Central University of Kerala & ICFOSS · 2024
  • Data Science for Engineers · NPTEL / IIT Madras · 2024

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