Looking for a job

Karishma Pal

@karishmapal

Message

I'm a computer engineering student building machine learning, NLP, and web-based recommendation systems.

India

Message

What I'm looking for

I'm looking to apply my theoretical, logical, and technical skills to real-world challenges while learning from industry experts and growing my technical prowess with committed, dedicated people.

I've developed machine learning projects including a Book Recommendation System using Python, Jupyter Notebook, content-based, collaborative, and hybrid recommendation techniques. I also containerized the application with Docker for easier deployment.

For InSightSphere, I built a transformer-based NLP model analyzing 20,518 Marathi news headlines and achieved 83.18% sentiment-classification accuracy with fine-tuned SA-MahaBERT. I've also completed internships in Blue Team Cybersecurity at VCL Academy and Data Science at YBI Foundation, where I worked with Python, TensorFlow, machine learning, deep learning, Flask APIs, threat detection, incident response, and network monitoring.

Experience

Work history, roles, and key accomplishments

Blue Team CyberSecurity Intern

VCL Academy

Nov 2022 - Dec 2022 (1 month)

Completed a Blue Team Cyber Security Internship, gaining experience in defensive security strategies. Focused on threat detection, incident response, and network monitoring through video-based learning.

Threat Detection Incident Response Network Monitoring Defensive Security