Dr. Swati Shirke-Deshmukh - Associate Professor and HoD
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Dr. Swati Shirke-Deshmukh

Associate Professor and HoD

Department of Artificial Intelligence & Machine Learning

Pimpri Chinchwad University, Pune

Research Focus

Deep Learning & Neural NetworksComputer Vision & Image ProcessingNatural Language ProcessingReinforcement LearningEdge AI & IoT Systems
15+
Years Experience
80+
Publications
12+
Awards
IEEE Member
Faculty Advisor

About Dr. Swati Shirke-Deshmukh

Academic Excellence, Leadership, and Innovation in Computer Science & AI/ML

2020

Ph.D. in Computer Science and Engineering

Bharath Institute of Higher Education and Research, Chennai

Completed
2013

ME Computer Engineering

Siddhant CoE, Pune, Savitribai Phule Pune University

First Class
2009

BE Computer Engineering

P.R.E.C., Loni, Ahmednagar, Savitribai Phule Pune University

First Class
2005

DCM Computer Engineering

R.P.W. Loni MSBTE, Mumbai

First Class

Research & Publications

Leading research in iris recognition, biometrics, and artificial intelligence with extensive publications and intellectual property

65
Citations
4
H-Index
3
I10-Index
23
Publications
11
Books
2
Patents

Primary Research Areas

Iris RecognitionBiometricsDeep Learning (DBN/ANN)Computer VisionImage ProcessingOptimization (MBO)Pattern RecognitionSecurity & Authentication

Recent Research Themes

  • Iris recognition at-a-distance
  • Feature extraction (Hough, Radon, Gabor)
  • Rubber Sheet Model
  • Deep-learning based descriptors
  • Security & Captchas
  • Gesture-based HCI

Scopus Author ID

57190344923

Google Scholar

View Profile

Teaching Excellence

Empowering Future Technologists Through Innovation-Driven Education

15+Years Teaching
11Subjects Taught
20+Projects Guided
7Workshops Led
100%Industry Focus

Teaching Philosophy

Conceptual ClarityPractical ExposureResearch-Driven LearningInnovation FocusCritical ThinkingProblem Solving

Key Teaching Themes

  • Empowering students through conceptual clarity and practical exposure
  • Fostering critical thinking and hands-on problem-solving skills
  • Preparing students for real-world engineering challenges
  • Promoting innovation and ethical technology development

Awards & Achievements

Recognition for excellence in academia, leadership, and community service17 Total Achievements

Academic Excellence(4 Achievements)

Ph.D. in Computer Science & Engineering

Research contributions in Artificial Intelligence, Blockchain, and Data Privacy with significant impact on academic community

Research Excellence

First Class with Distinction

Consistent academic excellence across Master of Engineering, Bachelor of Engineering, and Diploma in Computer Management programs

Academic Merit

Head of Department (CSE – AI & ML)

Outstanding academic leadership and departmental management at Pimpri Chinchwad University, driving innovation in AI and ML education

Leadership Role

Ph.D. Supervisor Recognition

Trusted expertise in mentoring research scholars in cutting-edge areas of computer science and engineering

Mentorship Trust

Professional Journey

15+ years of academic excellence and educational leadership

Current Role

Associate Professor & Head of Department

Pimpri Chinchwad University, Pune

  • Leading curriculum design, faculty management, and research initiatives in AI & ML
  • Supervising Ph.D. scholars in Blockchain, AI, and Data Privacy domains
  • IEEE Student Branch Counsellor fostering innovation & industry interaction
  • Academic Coordinator responsible for strategic planning and policy execution

Previous Roles

Assistant Professor & Programme Head

MIT ADT University, Pune (MSOE)

  • Programme Head for Integrated B.Tech program
  • National Level Project Expo Convener
  • STP Trainer conducting specialized technical training programs
  • Active member of Board of Studies (BoS) & DUGC Committees

Assistant Professor & Event Coordinator

NBN Sinhgad School of Engineering, Pune

  • Coordinated major technical & cultural events (Sinhgad Karandak, PMC Competitions)
  • NAAC Student Section Coordinator & Academic Report Coordinator
  • Alumni Coordinator building lasting institutional relationships
  • CAP Center management and Question Bank development lead

Assistant Professor

JSPM's BSIOTR, Wagholi

  • Successfully guided 15+ undergraduate projects to completion
  • Institute-level event coordination and technical committee membership

Assistant Professor

PDEA College of Engineering, Hadapsar

  • Academic instruction across multiple computer engineering subjects
  • NSS mentor fostering community service and institutional activities
Academic Foundation

Ph.D. in Computer Science & Engineering

Bharath Institute of Higher Education & Research, Chennai

M.E. in Computer Engineering

Siddhant College of Engineering, Pune

B.E. in Computer Engineering

PREC Loni, Pune

D.C.M. in Computer Engineering

RPW Loni, MSBTE, Mumbai

IEEE

IEEE Student Branch – PCU

Empowering Innovation & Technology at PCU

Connecting students with a global community of engineers, scientists, and innovators.

Established: January 16, 2025

IEEE Student Branch

The IEEE Student Branch at Pimpri Chinchwad University was established on 16th January 2025 to provide students with a platform to connect with global technology leaders.

Our vibrant community engages in technical events, workshops, research collaborations, hackathons, and outreach programs.

Visit INNOVARE Platform

About IEEE

IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.

With over 400,000 members in more than 160 countries, IEEE provides access to cutting-edge research, networking opportunities, and professional development resources.

Learn More About IEEE

Our Objectives

Technical Skills & Leadership

Foster technical skills, leadership qualities, and research-oriented thinking.

Industry Collaboration

Bridge academic learning and industry demands through projects.

Interdisciplinary Innovation

Promote innovation in emerging technology domains.

Ethical & Sustainable Tech

Encourage ethical practices in technology development.

Key Achievements

Academic Year 2024–25

A gateway to growth, learning, and innovation

100+Members
25+Events
15+Partners
View Events Calendar

Get in Touch

I'd love to hear from you. Whether you have questions about my research, collaboration opportunities, or academic inquiries.

Office LocationPimpri Chinchwad University, Pune
Emailswati.shirke@pcu.edu.in
Phone+91 7755916793

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