Hello, This side

Akshat Saraswat

And I'm a

Passionate AIML Researcher
Web Developer
Academic Tutor
Content Writer
Pre-Final year student at GGSIPU, Delhi

My Resume

About Me

AIML Researcher

Hola! Akshat this side, from USAR, GGSIPU. My interests revolve around reading ML and AI research papers and practically implementing them. I gain knowledge from the internships and try to put myself out of my comfort zone, which pushes me to thrive for more. I am an ex-freelancer who earned a few bucks doing web development. Currently, I am focused on AIML opportunities and looking forward to collaborating.

More About Me

My Projects

Fashion Recommendation System

The Fashion Recommender System leverages VGG16 embeddings to recommend similar fashion items via cosine similarity. Features include efficient recommendations, visualizations, and precomputed embeddings. Future enhancements involve expanding the dataset, using advanced models, and developing a user-friendly interface.

CODE LINK

Heart Disease Prediction

This project predicts heart disease likelihood using logistic regression. It analyzes medical parameters like ST depression, ST slope, and major vessels to classify individuals as at risk or not. The system assists early diagnosis and preventive measures in improving patient outcomes.



CODE LINK

Text Classification Model

I created a sentiment analysis model for the IMDB 50k movie review dataset using ML and NLP techniques. After preprocessing the text, I used BoW and TF-IDF to convert it into numerical vectors. Random Forest achieved the highest accuracy among tested algorithms. Deployment is planned for future development phases.


CODE LINK

Malicious Link Detector

A web app detects defaced malware and malicious links using a machine learning model and Kaggle dataset. The model currently works via terminal commands, with full integration pending browser co-extension development. Access the project from the code links given below.




CODE LINK

EDUCATION

2022 - 2026

Bachelors of Technology

Pursuing B.Tech in Artificial Intelligence and Machine Learning from GGSIPU, Delhi, where I am developing a strong foundation in technology and engineering. Current cgpa: 8/10 [till 4th sem]

2021 - 2022

Intermediate - Class 12th

Completed 12th grade from LCIT Public School, Bilaspur with 85% excelling in Mathematics. This foundation ignited my passion for technology and paved the way for further studies in engineering.

2019 - 2020

High School - Class 10th

Completed 10th grade at LCIT Public School, Bilaspur with 90% achieving strong academic results in core subjects. This fostered a keen interest in technology and problem-solving.

EXPERIENCE

Jun 2024 - Jul 2024 [1 Month]

Summer Research Intern@ NIT Trichy

Researched NLP applications for non-clinical text analysis. Developed algorithms to analyze text, and compiled a comprehensive report on methodologies and applications during the internship.

Mar 2024 - May 2024 [2 Months]

ML Project Intern@ University of Oxford

Completed a research project at the University of Oxford under Dr. Pramit Saha, focusing on AIML. Worked on data augmentation, processing, and neural networks, and submitted a report.

Jan 2024 - May 2024 [5 Months]

Web Development Intern@ Pinklabs Biosciences

Designed and developed web interfaces for medical professionals, creating intuitive, visually appealing landing and portfolio pages using HTML, CSS, JavaScript, and other frameworks.

Contact Me

akshatsaraswat1234@gmail.com

+91 6260109043

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