Debojit Choudhury

NLP Engineer | Backend Developer

About Me

NLP Engineer skilled in transformers and classical ML for text classification. Built fraud detection, log analysis, and review verification systems deployed via FastAPI/Streamlit/Gradio. Enhanced NLP pipelines with dynamic thresholding. Combines AI expertise with Django backend development.

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Technical Skills

Python

Natural Language Processing

Deep Learning

Machine Learning

PyTorch

Scikit-Learn

spaCy

Django

SQL

Linux

Git

Featured Projects

2025 NLP Engineering

Fake Review Detection System

BERT-based system detecting synthetic reviews with 99% accuracy

99%

Accuracy

500+ predictions/day

Throughput

Gradio interface processing 500+ predictions

Dynamic confidence thresholding

Automated dataset updates

2025 NLP Engineering

Log Classification System

Hybrid regex/LLM system reducing processing costs by 40%

95%

Accuracy

40% optimized workflow

Efficiency

FastAPI REST service

Multi-stage classification

Cost-optimized LLM usage

2025 NLP Engineering

Fraudulent Job Classifier

DistilBERT system achieving 100% F1-score

100%

F1 score

95%+

Accuracy

Streamlit bulk processing

TF-IDF optimization

30% false positive reduction

2024 Backend Development

Event Management System

Django system boosting efficiency by 40%

40% improvement

Efficiency

30% faster

Response

Razorpay integration

PostgreSQL optimization

Railway.app deployment

2024 Backend Development

Clinic Management Platform

EHR system reducing admin tasks by 40%

40%

Admin reduction

25% boost

Productivity

Redis/Celery scheduling

Role-based access control

Healthcare compliance

Experience

Junior Natural Language Processing Specialist

April 2025 – May 2025

Yuva Intern

Built and deployed a DistilBERT-based sentiment classifier for course reviews using Hugging Face Spaces and Gradio
Integrated real-time feedback logging, correction capture, and evaluation metrics for iterative improvements
Designed an interactive web demo with secure deployment and lightweight architecture for low-latency predictions
Tools & Tech: Transformers, Gradio, Hugging Face Hub, PyTorch, CSV logging

Open Source Contributor

October 2024

Hacktoberfest (GitHub)

Developed a Python Keylogger Script for educational purposes, driving more engagement across 1,200+ contributors
Built an Interactive Text Adventure Game with inventory mechanics, boosting user interaction by 60% through immersive gameplay
Engineered a File Search Automation Tool that reduced manual search time by 80%, streamlining workflows for faster data access

B.Tech in Electronics and Communication Engineering

October 2020 - June 2024

Tezpur University (6.99)

Get In Touch

Interested in collaborating or have questions about my work? Feel free to reach out!

Email

debojitchoudhury117@gmail.com

Phone

+91 7636086117

GitHub

github.com/debojit11

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