Prashant Singh
B.Tech MNC @IIT Ropar \'27 | Machine Learning, NLP, Deep Learning @Research Intern
- Role
- Contributor Girlscript Summer of Code at Girlscript Summer Of Code
- Location
- Rupnagar, PB, IN
- LinkedIn followers
- 500 followers
About Prashant Singh
I am a B.Tech student in Mathematics and Computing at IIT Ropar (\'27) with a passion for solving real-world problems using AI, Machine Learning, and Data Science. Areas of Expertise- Large Language Models (LLMs), NLP, and embeddings - Deep Learning (CNNs, RNNs, Transformers)- Financial AI & Quantitative Modelling - Computer Vision & Time-Series Analysis Experience- Research Intern @ Amrita School of AI – Built a Siamese CNN framework for vibration fault diagnosis with 100% accuracy on benchmark datasets, optimized to 0.3ms inference- Contributor @ GirlScript Summer of Code – Collaborated on open-source ML projects and improved real-world repositories. Projects- Hybrid Option Pricing (LSTM + GARCH + Monte Carlo) – Outperformed BSM by 15%- Recruit-Pro (NLP embeddings for resume screening) – Automated candidate-job matching with 85% accuracy- YOLOv11 + DeepSORT Player Tracking – Built real-time tracking pipeline with 92% detection accuracy. I thrive in roles where research meets impact: building **AI systems that are practical, scalable, and insightful**. Always open to collaborations in **AI Research, Applied ML, and FinTech AI**.
Experience
Contributor Girlscript Summer of Code
Jul 2025 — Present
Selected as a Contributor for GSSoC 2025, a 3-month open-source program empowering developers to contribute to real-world projects.Collaborating with mentors and developers on impactful open-source repositories.Contributing code, improving documentation, resolving issues, and participating in community discussions.Enhancing skills in Git, GitHub, and collaborative software development practices.Actively engaging in a diverse and inclusive developer community.
Education
MCM DAV Senior Secondary Public School, Baghni, Nurpur, Himachal Pradesh
High School Diploma, Science and Mathematics
MCM DAV Senior Secondary Public School, Baghni, Nurpur, Himachal Pradesh
Secondary Education, Science and Mathematics
Indian Institute of Technology, Ropar
Bachelor of Technology - BTech, Mathematics and Computer Science
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