Rudrax Rana · AI & Data Science

Open to Opportunities · AI & Data Science

Rudrax Rana

AI / Data Scientist

CS student at Parul University specialising in AI. Building production-ready APIs, transformer-powered NLP systems, and data simulations for Deloitte & British Airways.

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Projects Shipped

Certifications

<200ms

API Latency

Capabilities

Technical Stack

⬡

Languages

PythonJavaC HTML/CSSJavaScript SQLNoSQL

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AI & ML

Hugging FaceDistilBERT TransformersCUDA Scikit-learn

◎

Backend & Cloud

FlaskNode.js ExpressAWS REST APIs

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Tools & Databases

GitMongoDB MySQLSQLite LinuxMPI

Proficiency

Python & Data Science88%

NLP / Transformers82%

REST API Development85%

AWS & Cloud72%

Data Analytics & Viz80%

Domain Focus

NLP

Sentiment analysis, text classification, transformer fine-tuning

Predictive ML

Customer sentiment, demand forecasting

APIs

High-concurrency REST services, sub-200ms latency

Data Viz

Dashboards, strategic simulations, trend analysis

Work

Featured Projects

NLP / APIMar 2026

Sentiment Analysis API

High-concurrency RESTful API for real-time text classification powered by DistilBERT, with a live dashboard for sentiment scoring and trend visualisation.

Fine-tuned DistilBERT transformer for production inference
Optimised pipeline to sub-200ms P99 latency
Interactive web dashboard with real-time trend analysis

PythonDistilBERT Hugging FaceFlask

GitHub Live Demo

Full-Stack / MLDec 2025 – Now

TripSmart

End-to-end travel management system with automated budget allocation, real-time transit, and a ML-driven recommendation engine.

Custom recommendation engine reducing planning time
Secure RESTful APIs for itinerary management
Google Maps integration for live route visualisation

Node.jsExpress MongoDBGoogle Maps API

GitHub Live Demo

Web AppDec 2025

LSTM Stock Predicter

An end-to-end stock price prediction system using stacked LSTM neural networks with PyTorch, FastAPI, and Streamlit. Fully open-source, free stack with deployment support.

Stacked LSTM model with PyTorch and ONNX
API with dynamic LSTM loading from ONNX
Streamlit frontend for live predictions and charts

PythonPyTorch ONNXStreamlit

GitHub

Credentials

Certifications

Tata / Deloitte

Data Analytics — Strategic Simulations & Visualisation

British Airways

Data Science — Predictive Customer Sentiment Modelling

IBM / Cisco

AI Fundamentals

Amazon Web Services

AWS Cloud Foundation

SCALARS

C Programming Certification