Dr. Ganesh Jorvekar
Teacher · Mentor · NBA Margdarshak · Data Scientist
Two decades of shaping students, systems and institutions — from leading autonomous exam reform and NBA accreditation to building industry, research and community-outreach ecosystems.
Dr. Ganesh Jorvekar
Controller of Examination · Sanjivani Polytechnic
A visual walkthrough of two decades of impact
A short film capturing the milestones — classrooms mentored, accreditation journeys guided, students transformed, research published and community initiatives led.
- 21 years of diploma engineering teaching
- AICTE NBA Margdarshak · Autonomous exam reform
- 8+ international publications · 3 patents · 3 books
- Consultancy, FDPs and community-outreach ecosystems
A teacher who builds systems that outlive him
I have spent 21 years in diploma engineering education — teaching, mentoring, leading departments and reforming assessment. I currently serve as Controller of Examination (Autonomous) at Sanjivani K.B.P. Polytechnic, Kopargaon.
As an AICTE NBA Margdarshak, I mentor polytechnics across Maharashtra in Outcome-Based Education, SAR preparation and continuous quality improvement. As a researcher, my work spans deep learning, ECG signal processing and sentiment analysis, with SCI/Scopus-indexed publications.
Leadership is not measured by positions held, but by the systems you create that continue to serve students long after you leave.
10 core courses. One consistent philosophy.
Every course I teach is anchored in Outcome-Based Education — activity-driven, project-integrated and mapped to Bloom's taxonomy.
Programming in C
Turbo C · Code::Blocks · Replit
Object-Oriented Programming
Dev C++ · BlueJ · UML
Web Page Designing
HTML5 · CSS3 · JS · Bootstrap
Digital Techniques
Logisim · Multisim
Data Structures
C · C++ · Visualization Tools
Java Programming
Java · NetBeans · Eclipse
Advanced Java
JSP · Servlets · Tomcat · MySQL
Management
Google Workspace · Canva
Operating Systems
Ubuntu · VirtualBox · Shell
Network & Information Systems
Cisco Packet Tracer · Wireshark
Content Developed
- Outcome-Based Course Files with CO–PO Mapping
- Lecture Notes & Presentation Modules
- Laboratory Manuals & Experiment Sheets
- Question Banks with Bloom's Taxonomy Mapping
- Micro-Projects & Mini Project Guidelines
- Case Studies & Industry-Oriented Problem Sets
- E-Content & ICT-Enabled Learning Resources
- Video Demonstrations & Digital Learning Material
- Assessment Rubrics & Evaluation Guidelines
- NPTEL / SWAYAM / MOOC Integration
Teaching Approach
- Activity-based learning · progressive coding challenges
- Case studies, UML modelling & project-driven learning
- Live simulation labs (Cisco, Wireshark, Logisim, Linux)
- Peer programming & collaborative debugging
- NPTEL / SWAYAM integration for self-paced learning
- Continuous assessment mapped to CO–PO–PSO
Two decades of academic leadership
- Jul 2025 — Present
Controller of Examination (Autonomous)
Sanjivani K.B.P. Polytechnic, Kopargaon
- Jun 2015 — Jul 2025
Head of Computer Department
Sanjivani K.B.P. Polytechnic, Kopargaon
- Jun 2012 — May 2015
Head of Computer Department
K.V.N. Naik Polytechnic, Nashik
- Nov 2011 — May 2012
Head of Computer Department
VIP Polytechnic, Sangamner
- Jan 2006 — Oct 2011
Lecturer, Computer Science
Sanjivani K.B.P. Polytechnic, Kopargaon
Leadership that scales beyond one institution
AICTE NBA Margdarshak
Mentoring polytechnics across Maharashtra in OBE, SAR, CQI and accreditation readiness.
Examination Leadership
Controller of Examination, Chief Officer In-charge, DC In-charge — transparency & zero-discrepancy execution.
Students' Association President
Mentored DSC, EncryptedSec, Photography, Green, Literature and Social clubs.
Research Culture
180 student research papers presented & published through department-led competitions.
Centres of Excellence
Sumago Infotech & Cyber Sanskar — 93 internships, 35 club graduates, 25 NASA Hall-of-Fame students.
Institutional Branding
Industry partnerships, placement drives, autonomous reforms & innovation ecosystems.
Where leadership meets technology
Examination & Assessment
ERP-driven exams, digital evaluation, OBE-aligned question design and confidential result processing.
NBA · NEP · Autonomy
AICTE NBA Margdarshak. Guided 6+ polytechnics through OBE, SAR and CQI cycles.
Data Science & AI/ML
Python, R, SAS, Hadoop, Spark, Tableau — applied to academic and industrial projects.
Faculty & Student Mentorship
FDPs, technical clubs and industry-integrated projects fostering holistic growth.
Research Leadership
Deep Learning, ECG signal processing, sentiment analysis — SCI/Scopus publications.
Academic Governance
OBE frameworks, CO–PO–PSO mapping, internal quality audits and CQI cycles.
Skills & Tools
Institutions strengthened. Resources mobilised.
Revenue Generated
₹7,10,000Through FDPs, industry consultancy & NBA advisory (2024–2025).
- AICTE-ATAL FDP — Cloud ComputingNational FDP conceptualized, coordinated & executed (23–28 June 2025).₹3,50,0002025
- NBA Margadarshak — HHJB's Polytechnic, ChandwadOBE implementation, SAR preparation & full accreditation guidance.₹1,50,0002020–22
- NBA Margadarshak — Jaihind Polytechnic, KuranEnd-to-end mentoring for NBA accreditation.₹1,10,0002024–25
- 10 Industry Consultancy ProjectsManufacturing, agriculture, healthcare, retail, construction, insurance.₹62,000Completed
- FDP Resource Person (3 institutions) + NBA ReviewJaihind, Dr. Vikhe Patil, MET Bhujbal Polytechnics + MIT Aurangabad.₹38,0002022–24
NBA — Institutions Mentored
Department continuously accredited since 2016. As AICTE NBA Margdarshak, guided:
- HHJB's Polytechnic, ChandwadAccredited (3 years) + Compliance
- MET Bhujbal Polytechnic, NashikGuided
- Jayhind Polytechnic, KuranFull NBA SAR Preparation
- RSM Polytechnic, NashikGuided
- AISSMS Polytechnic, Ch. SambhajinagarGuided
- MIT Polytechnic, Ch. SambhajinagarGuided
Turning industry interaction into an educational partnership
Curriculum Co-Design
BoS-led OBE curriculum with industry-required skill mapping.
Industry Connect Programme
Recurring sessions with professionals on tech, ethics & careers.
Thought Leader Programme
CEOs, founders, MDs and technology leaders inspiring students.
Internship Ecosystem
15+ industry MoUs; structured mentoring and outcome assessment.
Placement Support
Campus drives, resume workshops, mock interviews & alumni networks.
Entrepreneurship
7+ student-founded startups launched under sustained mentoring.
A 24×7 learning ecosystem — well before it was mandated
Built voluntarily — continuous feedback, digital learning, anytime mentoring, project reviews, industry evaluation and innovation-based assessment in one learner-centric system. Network & Information Security improved from 82.60% → 100% over four years.
Evaluation should not be an event at the end of learning; it should be an integral part of learning itself.
Continuous Assignments
Prompt feedback on programming, labs, mini-projects, tutorials & case studies.
Digital Learning Support
LMS, digital notes, video demos, lab manuals, NPTEL & MOOC recommendations.
Anytime Mentoring
Open channel for doubts, career counselling, project & placement preparation.
Project Progress Monitoring
Weekly reviews, design discussions, prototype demos and code reviews.
Industry-Based Evaluation
Mentor feedback, progress reports and final presentations from internship partners.
Innovation-Based Assessment
DSC, Encrypted Sec, Techblitz Hackathon & AI initiatives graded on creativity & problem-solving.
Outcome-Based Evaluation
CO attainment, practical competency, communication, ethics and industry readiness.
Integrated Innovation Ecosystem — 10 pillars
Curriculum, laboratories, clubs, industry, community and research — designed as one connected learning environment.
14 expert lectures. 2,638 student beneficiaries.
Three flagship departmental programmes bringing CEOs, founders, practitioners and alumni into the classroom every semester.
Sanjivani Thought Leader Program
CEOs, founders and senior technologists on emerging tech & leadership.
Sanjivani I-Connect Program
Industry & career guidance, soft skills, automation and data science.
Sanjivani My Story Board Program
Alumni & practitioner stories — full-stack, web dev & cyber careers.
Featured experts
207 students. 15 companies. 100% placement.
Key training partners
- ThoughtBliss Solutions, Pune172 students
- Sumago Infotech, Nashik29 students
- Cyber Sanskar, NashikCybersecurity cohort
- IT CommunicationsDevelopment track
- Manasvi Tech SolutionsProduct engineering
- 10 additional MOU partnersKopargaon · Nashik · Pune · Shrirampur · Vaijapur
Personally led MOU signing, remote-internship opportunities for meritorious students (enabling early earning), and end-to-end monitoring with company HRs from onboarding to completion.
Engineers who serve, not just build
A good engineer solves technical problems. A great engineer solves societal problems — with compassion, ethics and responsibility.
Cyber Security Awareness
15,000+ school students reached with digital safety & responsible online behaviour.
Green Club
Plantation, Seedbox, Nirmalya composting — 79 students, 34.56 kg collected, 3 compost pits.
Dwarkamai Vruddhashram
Students cooked, served meals and interacted with elderly residents in Shirdi.
One Rakhi for Soldiers
Patriotism drive engaging armed forces and local police personnel.
Tribal School Outreach
Bridging educational gaps through visits, mentoring and material support.
International Yoga Day
200+ students, faculty and staff in wellness, pranayama & meditation sessions.
6 student clubs. 4 real-world tech products. One holistic ecosystem.
Each club has a distinct purpose — coding, community, environment, creativity, literature and entrepreneurship — collectively shaping technically competent and socially responsible engineers.
Developer Student Club (DSC)
Coding projects with nearby industries — Feedback App, Diploma Mate App, Faculty Evaluation System, DSC Website. MOUs with SmartCodian & Chatrapati Lawns.
Green Club
Plantation, seedbox and green-campus initiatives — winner of the AICTE Smart & Green Campus Award TWICE in a row.
Social Club
Annual visits to Warkamai Vruddhashram & Anathashram — students prepare & serve meals, building compassion and social responsibility.
Photography Club
Channels students' mobile devices towards creative storytelling, visual documentation and event photography.
Literature Club
Platform for writing & poetry — enabled student Vaishnavi Gadekar to publish her book Realization: A Phase.
Entrepreneurship Cell (E-Cell)
Startup thinking, pitching, business plan competitions and industry-student connect sessions.
Moments from the clubs
Photo gallery
Technology products built by DSC
- Institute Feedback AppFlutter + FirebaseBus, Gymkhana, Water Purifier feedback with Google login.
- Diploma Mate AppFlutter + FirebaseSemester syllabus, lab manuals, question papers for all diplomas.
- DSC Department WebsiteHTML · CSS · JS · HostingerRoadmaps, MCQ self-tests, project showcase, learning resources.
- Faculty Evaluation SystemPHP · MySQL · Fast2SMSPerformance evaluation with automated SMS alerts.
Moments that shaped the department
International guest sessions, DSC team portraits, student cohorts and award ceremonies — a visual record of the culture we've built together.
11 of 17 Sustainable Development Goals — directly addressed
Two decades of extension work mapped to the UN 2030 Agenda — cyber security, tribal education, women safety, environmental conservation, healthcare research and multi-stakeholder partnerships.
Health & Well-being
AI-based ECG arrhythmia research, hospital software, elderly & women wellness drives.
Quality Education
50+ career-guidance sessions, tribal-school support, AI course, 21 years of technical education.
Gender Equality
Women Safety & Cyber Awareness (200 participants), girl leaders in tech clubs.
Decent Work
Techblitz National Hackathon, SME/farmer consultancy, entrepreneurship promotion.
Innovation & Infrastructure
Cyber Sanskar Center of Excellence, NGO website, 11 labs, 10 smart classrooms.
Reduced Inequalities
Eklavya Adivasi Ashram Shala support to 300+ tribal students, rural outreach.
Sustainable Communities
Heritage conservation, cleanliness campaigns, NGO development.
Climate Action
Large-scale student-led tree-plantation drive, river cleaning, environmental awareness.
Life on Land
Sustained sapling nurturing at homes and localities.
Peace & Justice
Cyber-fraud prevention across 10 villages, ethical hacking, One Rakhi for Soldiers.
Partnerships
AICTE, NBA, Cyber Sanskar Foundation, NGOs, 7-institution NBA mentoring.
90+ academic events facilitated as organizer & resource person
Sustained contribution as AICTE-ATAL FDP Coordinator, national conference chair, and Thought Leader / Industrial Expert / Alumni programme organizer from 2018 to 2025.
Personally trained through 25+ FDPs / STTPs / certifications from AICTE-ATAL, NITTTR Chandigarh, IBM, NPTEL, GIAN and Simplilearn — in AI, Data Science, IoT, Machine Learning, Big Data, Python, NEP 2020 and OBE — each translated into curriculum, labs and student mentoring.
8 international publications. 1 SCI-Q1. Indexed on Scholar, Scopus & ORCID.
Selected publications
Peer-reviewed international journals & conference proceedings.
- 012026CFWF-Net: A cross-lead fractional wavelet frequency-aware framework for morphology-perturbation-resilient and domain-adaptive ECG arrhythmia classificationExpert Systems With Applications, ScienceDirectSCI-Q1 · Scopus
- 022025Mapping Resilience Pathways: A Conceptual Framework for Portfolio Risk Management in Microenterprise Lending During Economic ShocksEnterprise Development and Microfinance ReviewDOI:10.3362/1755-1986.25-00001
- 032023ABSC-HMLT: Aspect Based Sentiment Classification Using Hybrid Machine Learning TechniquesIJISAE 11(5s), 574–584Scopus · ISSN 2147-6799
- 042023Hybrid Feature Selection Techniques for Aspect-Based Sentiment Classification using Supervised MLIJISAE 11(2s), 211–217Scopus · ISSN 2147-6799
- 052022Aspect Based Emotion Detection and Topic Modeling on Social Media ReviewsRecent Trends in Intensive ComputingDOI:10.3233/APC210242
- 062021Multi-Entity Topic Modeling and Aspect-Based Sentiment Classification using MLICRTC · Lecture Notes in Networks & SystemsISSN 2367-3370
- 072020Hybrid Feature Selection Techniques for Aspect Based Sentiment ClassificationInt. Journal of Engineering Research & TechnologyISSN 2278-0181
- 082020Hybrid Feature Selection Techniques for Aspect Based Sentiment ClassificationInt. J. of Innovative Research in Computer & Communication Engg.e-ISSN 2320-9801
Editor · Editorial Board Member
Journal of Operating Systems Development & Trends
STM Journals — Consortium eLearning Network Pvt. Ltd.
- Since
- 17 October 2023
- Certificate ID
- z7kni / 17-10-2023
Verified academic profiles
4 lifetime memberships — national & international
Institution of Engineers (India) — IEI
International Association of Engineers — IAENG
Indian Society for Technical Education — ISTE
Institute of Scholars — InSc
Research, books & intellectual property
Authored Books
- Programming in C (312303) — K Scheme, MSBTEBrilliant Publication, May 2024ISBN: 978-81-9714-227-7
- Data Structures using CIIP Publication, May 2023ISBN: 978-93-5747-341-5
- NEURAL MINDS — Machine Learning & IntelligenceMSR Edusoft Pvt. Ltd.ISBN: 978-93-6371-891-3
Intellectual Property · Patents & Designs
- EV · Sustainable EnergyInventorIntelligent Power Transmission for Electric Vehicles in HighwayPatent Application No. 202041017739 APublished 29 May 2020
Wireless in-motion charging for EVs — addresses range anxiety and battery limitations for smart highways.
- Artificial Intelligence · HR-TechCo-InventorAI-Driven Recruitment Device for IT FirmsDesign No. 465574-001Registered 13 Jul 2025 · Certificate 29 Jan 2026
AI-assisted candidate evaluation framework improving accuracy and automation in talent acquisition.
- Healthcare · Medical DeviceCo-InventorHomeopathy Electric Potentiser DeviceDesign No. 490884-001Registered 12 Feb 2026 · Certificate 21 May 2026
Precision potentisation device merging engineering with alternative medicine — interdisciplinary innovation.
Research Focus
8 peer-reviewed international publications across Deep Learning, ECG Signal Processing, Sentiment Analysis, Machine Learning, Topic Modeling and Microfinance — including a SCI-Q1 Scopus-indexed paper in Expert Systems With Applications (Elsevier, 2026). Reviewer for Biomedical Signal Processing and Control (Q1-SCI) and the International Journal of Information Technology & Decision Making.
Education
Awards & honors
Business Achiever Award 2025 — Swift & Lift Pvt. Ltd., Mumbai
Young Researcher Award 2024 — Institute of Scholars (InSc)
Engineering Achievement Award — IEI, 57th Engineers Day 2024
Icons of Asia — Global Empire, New Delhi
Outstanding Head of Department — Indian Excellence Awards 2023
HOD of the Year 2022 — Institute of Scholars (InSc)
Excellence in Education 2021 — EGSI & British Council
Let's build something meaningful.
Open to consultancy on NBA accreditation, autonomy, curriculum design, keynote & FDP invitations, and research collaboration.