Mannan Jain.
Mannan Jain is a student at Thapar Institute of Engineering & Technology, pursuing a Bachelor of Technology in Computer Science Engineering. He has experience in machine learning, deep learning, and cybersecurity, and has worked on various projects, including a logistic regression-based framework for online signature verification and a meta-learning framework for algorithm recommendation.
Work Experience
Research Intern in Cybersecurity Department
Indian Institute of Technology (IIT) Delhi
Worked under Prof. A.K. Bhateja on Online Signature Verification (Biometric Security). Developed a machine learning-based ensemble system that improves verification accuracy across multiple datasets, utilizing DTW, DCT, and FFT. Wrote a research paper on the same.
Product Development Intern
Wiom (A tech startup)
Designed complex MySQL queries and explored ML for real-world applications. Gained hands-on experience in how startups operate, solving real business problems, adapting quickly to change, and prioritizing user needs. Applied Lean Startup principles for iterative product design and customer-focused development.
Skills
Projects
Loan Approval and Risk Analysis System
Explored different machine learning and deep learning algorithms for loan approval prediction, referencing multiple research papers to compare performance across models.
AutoMetaML: Algorithm Recommendation via Meta-Learning
Implemented a meta-learning framework that extracts dataset meta-features to recommend the most suitable classification algorithms, leveraging insights from multiple research papers.
SmartAttend: Automated Attendance System
Developed a system that leverages college ID cards to automate attendance logging in real time. Implemented barcode/face detection integration with JSON-based record matching for accurate identification.
Education
Bachelor of Technology (B. Tech) - Computer Science Engineering
Thapar Institute of Engineering & Technology (TIET)
CGPA 9.59
Graduation
Delhi Public School (DPS) - Vasant Kunj, New Delhi