Nikhilesh Mankar

Welcome, I'm
Nikhilesh Mankar.

Assistant Professor Computer Engineer PhD Scholar
mankar.nik@gmail.com
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Expert in making advanced engineering ideas clear and accessible.

Bridging technical depth with clarity for diverse learners and stakeholders.

Feature Background
I'm adept at applying creative and productive teaching methods.
S

Professor, I'm struggling to understand this concept. Could you explain it differently?

Of course! Let me break it down with a real-world example you can relate to.

Teacher Avatar
S

That makes so much more sense! Can we do some practice problems?

Absolutely! I'll create some interactive exercises tailored to your learning style.

Teacher Avatar
S

Thank you! Your teaching method really helps me understand complex topics.

I'm proficient in the use of most current computer programs and software applications.
I have strong motivational and problem-solving abilities.
I have teaching experience in both theory and practical programming languages.

Experience

Career journey and impact.

Assistant Professor

Pimpri Chinchwad University SOET, Pune

Assistant Professor

D Y Patil University School of Engineering and Technology, Pune

Assistant Professor

D Y Patil Institute of Engineering and Technology, Pune

Industry Exposure

Alstone International, Bangalore & Nagpur
  • B

    Badge - 2025 Red Hat Academy - Program Educator

    Badge

    Red Hat Academy Program Educator certification badge recognizing expertise in Red Hat educational programs.
  • R

    RedHat Educator

    Certification

    Red Hat Educator certification demonstrating proficiency in Red Hat technologies and education.
  • P

    Python for Data Science and AI Badge

    Badge

    Certification badge demonstrating proficiency in Python programming for data science and artificial intelligence applications.
  • C

    Computer Vision and Image Processing Badge

    Badge

    Badge recognizing skills in computer vision techniques and image processing methodologies.
  • R

    Research Methodology and Scientific Research Writing Badge

    Badge

    Certification in research methodology and scientific writing techniques for academic publications.
  • A

    AWS Educator

    Certification

    Amazon Web Services Educator certification recognizing expertise in cloud computing education.
  • B

    Blockchain Technology & Application FDP

    Faculty Development Program

    One Week Faculty Development Program on Blockchain Technology & Application organized by D Y Patil University (School of Engineering & Technology), Ambi, Pune.
  • R

    Research Writing and Publication Strategies Workshop

    Workshop

    3-day National Workshop on Research Writing and Publication Strategies conducted by MBien Analytica and Systems in association with Adonic Informatics through virtual mode.
  • R

    Research Trends in Data Computing & Machine Learning FDP

    Faculty Development Program

    Faculty Development Program on Research Trends in Data Computing & Machine Learning organized by NMIET, Talegaon Dabhade Pune.
  • I

    Innovative Teaching Learning Practices for NEP-2020 FDP

    Faculty Development Program

    FDP on Innovative Teaching Learning Practices for Preparation of NEP-2020 organized by Ajeenkya D Y Patil School of Engineering, Lohgaon, Pune.
  • I

    Introduction to Blockchain Certification Course

    Course Delivery

    Conducted 7 hours of Introduction to Blockchain certification course under APSIT SKILLS program.
  • A

    Academic Instruction - Multi-disciplinary Teaching

    Teaching Responsibility

    Delivering lectures to students of First Year to Final year in various subjects- both theory and practical- C-Programming, Python Programming, Operating System, Networking, Cyber Security programming, Cloud Computing, Machine Learning, Database and other allied subjects
  • I

    Industry Collaboration with Blockchain Council

    Administrative Role

    Administering the role of Industry Collaboration with Block chain Council
  • E

    Exam Coordinator - Computer Engineering Department

    Administrative Role

    Appointed as Exam Coordinator of Computer Engineering department
  • C

    Chief Editor - Departmental Magazine

    Editorial Role

    Appointed and handled the Chief Editor role for the departmental magazine
  • P

    Programming Fundamentals Instruction

    Teaching Responsibility

    Successfully delivered lectures in Fundamentals of programming Languages to new students
  • E

    Engineering Admission Cell - ARC Centre

    Administrative Role

    Engaged in engineering admission cell- ARC centre
  • U

    University Exam In-charge

    Administrative Role

    Appointed as University Exam in charge
  • G

    Guardian Faculty Member

    Mentoring Role

    Mentored the young and bright students as Guardian Faculty Member
  • C

    Committee Memberships

    Committee Roles

    A member of First-Year Student Association, Industrial Visit, Wall Magazine, and Students' Result Analysis Wing

Research

Exploring ideas through research and innovation.

Research Image
Research Image

Random Forest

94.2% accuracy on test set

XGBoost

Best F1-score in evaluation

SVM

High precision, low recall

Logistic Regression

Performed well on benign URLs

Dataset

50k URLs: benign & malicious

Live Testing

Model flagged phishing site

Metrics Overview

Accuracy, F1, ROC-AUC

Model Evaluation Completed

Random Forest achieved 94.2% accuracy on malicious URL detection

Comparative Evaluation of Machine Learning Models for Malicious URL Detection.
Cyberbullying Classification Using a Natural Language Processing and Machine Learning Techniques.

Works

Intellectual property and innovative technical solutions.

Patent

Enhanced Edge Computing System With Intelligent Gateway For Optimal Security And Latency Control

Certificate Number: IN-DL86055547218773V

Patent Image
Copyright Image
Copyright

Secure Aadhar based Voting System with Fingerprint and Face Detection

ORCID: 0009-0004-0345-585X

Certifications

Validated expertise and professional development achievements.

Certification 1
Certification 2
Certification 4
Certification 5
Certification 6
Certification 7
Certifications Background

Books

Published technical works and contributions to knowledge.

Book 2

Software Defined Networks

ISBN: 978-93-5563-421-5

Book 1

Pattern Recognition

ISBN: 978-93-5563-389-7

Book 3

Android Development

ISBN: 978-93-5563-589-7