Hi, I'm Mansi Singh

Computer Science Engineer & AI Enthusiast

I specialize in machine learning, data analysis, and full-stack development. Passionate about solving complex problems and creating innovative solutions that make an impact.

Explore My Journey

About Me

I'm a Computer Science Engineering student at Lovely Professional University with a passion for artificial intelligence and software development. My journey in tech began with competitive programming and has evolved into specializing in machine learning and data science.

With expertise in Python, machine learning frameworks, and web development, I've built several projects that solve real-world problems. My research in NLP has been published in IEEE Xplore, and I continuously seek opportunities to expand my knowledge through certifications and hands-on experience.

Python Machine Learning Data Science NLP Web Development Problem Solving

Skills & Technologies

Programming Languages

Python

C++

Java

JavaScript

Machine Learning & Data Science

scikit-learn

Pandas/Numpy

PyTorch

NLP

Web Development

HTML/CSS

JavaScript

Node.js

Bootstrap

Featured Projects

Enhancing Personalized Music Recommendations

A hybrid recommendation system combining collaborative and content-based filtering to improve music suggestions.

Python Pandas NumPy Machine Learning

View Project →

Loan Approval Prediction Model

Machine learning model to predict loan approvals with 87.5% accuracy, reducing false positives by 18%.

Python scikit-learn Pandas NumPy

View Project →

Bias Correction for Temperature Forecast

ML-based correction model to refine numerical weather prediction outputs for more accurate temperature forecasts.

Python scikit-learn Matplotlib Data Analysis

View Project →

Drum Kit Web App

Interactive web-based drum kit with responsive UI and optimized event handling for keyboard and mouse inputs.

HTML CSS JavaScript Web Development

View Project →

Research & Publications

Sentence Embeddings using N-gram Features and Contrastive Learning for Multilingual Datasets

Published in IEEE Xplore | April 2025

Improved text classification by 8% and semantic similarity by 15% using N-gram features and contrastive learning for multilingual NLP tasks.

View Publication →

Certifications

Generative AI with LLM

DeepLearning.AI, Amazon Web Services

April 2024

Prompt Engineering for ChatGPT

Coursera

February 2024

Introduction to LLM

Google Cloud

January 2024

Generative AI for Everyone

DeepLearning.AI

January 2024

Get In Touch

Contact Information

mansi273s@gmail.com

+91-8303934546

Punjab, India

Download Resume