archana.
Open to internships & opportunities

Archana
Narayana

AI · ML · NLP Engineer

I build intelligent systems that turn messy data into production-ready ML products — from churn prediction to NLP pipelines — with clean code and explainable results.

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01About Me

Building ML systems that
actually ship.

I'm a 3rd-year Computer Science student at Anurag University, Hyderabad, specializing in AI, Machine Learning, and NLP. My philosophy is simple: models that can't be explained and deployed aren't useful.

I focus on the full arc — from raw data and feature engineering to model training, SHAP-based explainability, and cloud deployment. I care deeply about clean code, reproducibility, and building things people can actually use.

When I'm not training models, I'm building full-stack apps (React + Spring Boot), preparing for AWS certification, and exploring how AI can preserve cultural heritage.

PythonAI/MLNLPData ScienceFull-StackAWS

8.0

CGPA

B.Tech CSE

5+

Projects

Deployed / Production

2027

Graduating

Anurag University

Hyderabad, Telangana, IN
B.Tech CSE · Anurag University · 2027
Targeting AI/ML roles · 15+ LPA
02Tech Stack

Tools I work with

AI / ML / Data

Pythonscikit-learnTensorFlowPyTorchPandasNumPySHAPHuggingFace

NLP

NLTKspaCyTransformersBERTLangChainSentence-BERT

Frontend

React.jsNext.jsTypeScriptTailwind CSSFramer MotionVite

Backend & DB

FastAPISpring BootNode.jsMySQLPostgreSQLMongoDB

Cloud & DevOps

AWS (CLF-C02)Streamlit CloudVercelDockerGitGitHub

Tools

JupyterGoogle ColabOverleafVS CodePostmanFigma
03Featured Projects

Things I've built

01

Customer Churn Predictor

End-to-end ML pipeline that predicts customer churn for energy companies. Random Forest classifier with SHAP-based explainability. Deployed on Streamlit Cloud with a clean interactive UI. Achieved 85%+ accuracy on the BCG PowerCo dataset.

PythonRandom ForestSHAPStreamlitPandasscikit-learn
View CodeLive Demo

02

E-Commerce Platform

Full-stack e-commerce application with JWT auth, product catalog, cart management, and an order pipeline. Glassmorphism dark UI in React.js backed by Spring Boot REST APIs and MySQL.

React.jsSpring BootJWTMySQLTailwind CSS
View Code

03

Personal Portfolio Website

Responsive single-page portfolio built with React + Vite + Tailwind CSS and Framer Motion animations. Deployed on Vercel with smooth scroll navigation and a custom dark-purple glassmorphism aesthetic.

ReactViteTailwind CSSFramer MotionVercel
View CodeLive Demo

04

NLP Sentiment Analyzer

A fine-tuned BERT model for sentiment classification on product reviews. Integrated with a FastAPI backend and a minimal React dashboard showing per-sentence sentiment heatmaps.

PythonBERTHuggingFaceFastAPIReactNLP
View Code
04Experience

Where I've been

BCG X · Forage

Data Science Virtual Intern

SimulationJan 2025 · Remote
  • ▸Completed full data science simulation on the PowerCo churn dataset: EDA, feature engineering, model training.
  • ▸Implemented a Random Forest classifier achieving 85%+ accuracy with SHAP-based feature explanations.
  • ▸Delivered a professional executive summary and documented methodology in GitHub README.

Anurag University

B.Tech CSE Student · AI/ML Specialization

EducationAug 2021 – Present · Hyderabad
  • ▸Maintaining 8.00 CGPA across core CS and AI/ML coursework.
  • ▸Coursework: Data Structures, DBMS, OS, Computer Networks, Machine Learning, NLP, Cloud Computing.
  • ▸Built and deployed 5+ projects including an e-commerce platform and churn predictor as part of portfolio development.

Self-Directed Learning

AWS Cloud Practitioner Candidate

CertificationMar 2025 · Ongoing
  • ▸Structured 2-week study plan covering all CLF-C02 domains: Cloud Concepts, Security, Technology, Billing.
  • ▸Completing AWS Skill Builder labs, Udemy practice exams, and Whizlabs mock tests.
  • ▸Target: AWS Certified Cloud Practitioner exam, April 2025.

Open Source & Hackathons

Participant · Google Girl Hackathon · BNY Code Divas

Community2024 – Present
  • ▸Actively participating in women-in-tech hackathons and coding competitions.
  • ▸Exploring Amazon WoW and Microsoft Codess programs for mentorship and internship opportunities.
05Contact

Let's build something
meaningful together.

I'm actively looking for AI/ML internship opportunities — preferably Hyderabad-based, with PPO potential. If you're working on something interesting, I'd love to hear about it.

GitHub

achu-narayana

LinkedIn

Connect with me

Email

archana@example.com

Download Résumé

© 2026 Archana Narayana · Built with Next.js & Tailwind CSS

Hyderabad, IN 🇮🇳