Faculty
Mrs. Darshana S. Gajbhiye (Tambe)
Assistant Professor at Vasantdada Patil Pratishthan’s College of Engineering & Visual Arts
- Department :
Information Technology
- Institute :
Vasantdada Patil Pratisthan’s College of Engineering & Visual Arts
- Location :
Sion - Mumbai
- Email Address :
darshana.tambe@pvppcoe.ac.in
Mrs. Darshana Sachin Gajbhiye (Tambe) works as an Assistant Professor in the Department of Information Technology. She joins the institute on 21st July 2014 as an Assistant Professor and handled various academic, administrative responsibilities in the Department and Institute. Her qualification is Ph.D. (pursuing) Computer Science & Engineering, Mumbai University, Masters of Engineering in Computer Science & Engineering, Bachelors of Engineering in Information Technology and Diploma in Information Technology. She has 12 years of teaching experience. She has Received Minor Research grant of Rs.18,000/- from University of Mumbai 2016-17 for her project “Data Security using Reversible Data Hiding with Optimal Value Transfer”. She has Worked as a Senior Supervisor(SS) for various university exam at institute and department level . She has Worked as a coordinator for International conference ICIRTE, 2019 at institute level. She has taught various subjects to Undergraduate students. She has published around 15 papers in both national and international journals. She has guided around many projects to the Undergraduate Students. She has recommended some 15 students for higher studies too. She is expertise in the subjects like Data mining & Business Intelligence, Advance Data Management Technology, Cyber Security and Laws, Database Management System, Business Intelligence Lab, Data Science Lab, Computer organization, Open Source Technology and R programming. She is handling NAAC criteria 5 at Institute Level and NBA criteria 2 at department Level. Teaching is her passion and that is why it is a joyous process to learn from her. She is a confident, optimistic and self-disciplined person. She is committed to the cause and always strives for perfection. Her objective of teaching is “To secure a position as a teacher and utilize her dedication to foster quality education required for a student’s development.”
- Ph.D. (pursuing) Computer Science & Engineering, Mumbai University.
- Master of Engineering (M.E.) in Computer Science & Engineering, Nagpur University (RTMNU).
- Bachelor of Engineering (B.E.) in Information Technology, Nagpur University (RTMNU).
- Diploma Of Information Technology, MSBTE
- Vasantdada Patil Pratishthan’s College of Engineering & Visual Arts, Assistant Professor from July 2014 till (present)
- Priyadarshini J.L. College of Engineering, Nagpur, Assistant Professor from 08/2010 to 01/2014.
- Data Mining & Business Intelligence (TE IT)
- Business Intelligence Lab(TE IT)
- Advance Data Management System (TE IT)
- Cyber Security & Laws (BE IT)
- Database Management system Lab (SE IT)
- R Programming Lab (BE IT)
- Software Engineering (TE IT)
- Open Source Technology(TE IT)
- Computer Organization(SE IT)
Research Specialization
- AI / Machine Learning
- Data mining
- Database
Skills
- Power BI (- Experience on Power BI (Desktop and Service) with different data sources such as SQL Server using direct query as well as Importing data from Excel Sources. – Expertise in importing data from multiple data sources into Power BI, created relationships between various datasets in power pivot. – Power BI reports and Dashboards from various Data Sources. – Experience in Data preparation in Enter Data sand shaping data in Edit Query like add column, split column, Pivot column, unpivot column, changing data type, and Merge and Append queries. – Experience on DAX Functions like Aggregate, Counting, Logical, Information, Text, Date and Time intelligence Functions – Having valuable experience in creating Filters like Visual level, page level, Drill through and Report level filter in Power BI. – Experience on sharing reports, gateways, creating scheduling, solution for troubleshooting of tiles, reports, dashboards.
- Certified POWER BI Developer from VCUBE Technology , Hyderabad December,2021.
- Weka Tool (Conducted various labs and experiments for students).
- R Programming (Certified Business Analytics Professional Developer from Edvancer , Mumbai, February 2019).
- C Programming, SQL 2019,
- Data Science Skills: (Machine Learning – Supervised, Unsupervised, Predictive Modelling, Statistics, Hypothesis Testing, Exploratory Data Analytics, Data Cleansing, Data Visualization, Recommendation System).
- Algorithms: (Linear Regression, regression Analysis, Classification, Logistic Regression, kNN, Decision Trees, Clustering, Naive Bayes, Support Vector Machine, Market Basket Analysis).
- Data Warehouse (ETL, OLAP operations)
- She has attended various STTPs, FDPs, Courses and been awarded Certificates.
- These are listed as.
S. N | STTP/ FDP/ Course Name | Start Date End Date | No. of Days | Organization |
1 | Cloud based IOT and Machine Learning Applications using Python | 24 June to 28 June 2019 | 5 | PVPPCOE, Sion |
2 | Cyber Security and Digital Forensic | 01 July to 05 July 2019 | 5 | PVPPCOE, Sion |
3 | Integrating Research Methodology Tools, Computer Vision and NLP | 23-12-2019 to 28-12-2019 | 6 | PVPPCOE, Sion ISTE and AICTE Approved |
4 | Zest of Data Science | 30-12-2019 to 04-1-2020 | 6 | PVPPCOE, Sion ISTE and AICTE Approved |
5 | PC H/W, S/W, Networking Trouble Shooting and Advanced MS Excel, Soft Skill, Photoshop, Tally | 11 May 2020 to 16 May 2020 | 6 | PVPPCOE, Sion |
6 | Advanced Technologies in IT | 09 May 2020 to 12 May 2020 | 4 | VIT, Mumbai |
7 | R Programming | 04 May 2020 to 09 May 2020 | 6 | Sinhagad Institute of Technology and Science, Pune In association with Spoken Tutorial IIT-B |
8 | Bio Python | 27 April 2020 to 02 May 2020 | 6 | Sinhagad Institute of Technology and Science, Pune In association with Spoken Tutorial IIT-B |
9 | Research, Funding Projects and IPR | 07 May 2020 to 10 May 2020 | 4 | KC college of Engineering and Management Studies and Research, Thane |
10 | Education 4.0 | 28 April 2020 to 30 April 2020 | 3 | Atharva College of Engineering |
11 | Webinar on Machine Learning : its application in Engineering | 13 May 2020 | 1 | MMANTC , Nasik |
12 | a Webinar on Data Analysis of Covid 19 | 17 May 2020 | 1 | G H Raisoni CoE |
13 | Ruby | 18 May 2020 to 22 May 2020 | 5 | SSCT’s Jhulelal Institute of Technology, Nagpur |
S. N | STTP/ FDP/ Course Name | Start Date End Date | No. of Days | Organization |
1 | Git : A Version Control System | 28 June 2021 – 3 July 2021 | 6 | VPPCOE&VA |
S. N | STTP/ FDP/ Course Name | Start Date End Date | No. of Days | Organization |
1 | Research Tools for Data Science | 29-3-2022 to 31-3-2022 | 3 | Marathwada Mitramandal’s Institute of Technology, Pune |
Academic Year 2022-23 | ||||
S. N | STTP/ FDP/ Course Name | Start Date End Date | No. of Days | Organization |
1 | Emerging Trends on Data Science and Data Security | 02-01-2023 to 07-01-2030 | 6 | IT Department VPPCOE&VA |
2 | Innovative Pedagogical Practices in Higher Education | 13-03-2023 to 17-03-2023 | 5 | MSFDA and HBSU, Mumbai |
3 | Data Analytics Using Power BI | 20-03.-2023 to 24-03-2023 | 5 | IT Department G Narayanamma Institute of Tchnology and Science in Collaboration with ExcelR |
Conference Publications
- Published paper on topic “To build an OCR system ysing YOLO”, ICAMSNT 2023.
- Published paper on topic “Decentralized Social Media with NFT Marketplace”, IJCRT 2023.
- Published paper on topic “Analysis of Software Bug Prediction and Tracing Models from a Statistical Perspective Using Machine Learning”, DT Lata Ragha, 2nd International Conference on Intelligent Technology(CONIT – 2022) IEEE, June – 2022
- Published paper on topic “Tennis Match Prediction using Machine Learning”, International Journal of Research Publication and Reviews, Volume 3, Issue 2,April 2022 ISSN 2582-7421
- Published paper on topic “AI Based Job Portal”, International Research Journal of Modernization in Engineering Technology and Science, Volume:04/Issue:04/April-2022 e-ISSN: 2582-5208
- Published paper on topic “Cotton Plant Disease Detection Using Deep Learning”, International Research Journal of Modernization in Engineering Technology and Science, Volume:04/Issue:04/April-2022 e-ISSN: 2582-5208
- Published paper on topic “Predicting Stock market trends using machine learning and deep learning”, International Research Journal of Modernization in Engineering Technology and Science, Volume:04/Issue:04/April-2022 e-ISSN: 2582-5208
- Published paper on topic “Data Security using Reversible Data Hiding with Optimal Value Transfer”, D Tambe, International Journal on Recent and Innovation Trends in Computing, 2017
- Published paper on topic “A Survey Paper on all cryptographic Techniques”, D Tambe, International Journal of Engineering Science and Computing(IJESC) 2017
- Published paper on topic “Location Based Cryptosystem for Mobile Devices Using Improved Rabin” D Tambe, International Journal of Modern Trends in Engineering and Research, 2014
- Published paper on “Detection of air pollutant using ZIGBEE” DN Tambe, N Chavan, International Journal of Ad Hoc, Sensor & Ubiquitous Computing 4 (4), 59,2013
- Published paper on topic Evaluation Air Pollution Parameters Using Zigbee (IEEE 802.15. 4), DN Tambe, NA Chavhan, IOSR Journal of Computer Engineering 11 (4), 2013
- Published paper on topic “Performance of IEEE 802.15. 4 in WSN for Monitoring Real Time Air Pollution Parameters Real Time Air Pollution Parameters”, DN Tambe, NA Chavhan, IJCSN International Journal of Computer Science and Network 2 (3), 61-66, 2013
- Published paper on topic “Evaluating Air Pollution Parameters Using Zigbee (IEEE 802.15. 4)”, DN Tambe, NA Chavhan , IOSR Journal of Computer Engineering (IOSR-JCE) 11 (4), 65-69, 2013.
Minor Research Grant Received
- She has Received Minor Research Grant of Rs.18, 000/- from University of Mumbai for Academic Year 2016-17 for project “Data Security using Reversible Data Hiding with Optimal Value Transfer”.
- Certified POWER BI Developer from VCUBE Technology , Hyderabad December,2021
- Certified Business Analytics Professional Developer from Edvancer , Mumbai, February 2019