I have been teaching computer science subjects in MCA department since 2010, helping students to the postgraduate level. While my major was in Physics and I hold a Master's in Computer Science, I have extensive experience helping students with their research work projects and problem solving
Experience [8+ Years]
Current job: in S.S. Agrawal institute of computer science (MCA Department), Navsari, since 1stJanuary 2013.
Sarvajanik College of Engineering and Technology, SCET (MCA Department), Surat. [16th July 2012 TO 31st Dec 2012]
Brahmanand Institute of computer science (MCA Department), Junagadh. [12th May 2010 TO 15th July 2012]
Algorithm Design, NLP
R, Python (including Scikit-learn)
Entry level Big Data Technologies (Hadoop, Hive, Pig)
Deep Learning – TensorFlow, Spark
Data Analytics with R Programming
Python, Machine Learning
Big Data Analytics, MongoDB
Advanced java, Web Technologies
Awards & Achievements
IEEE ICECCT-2015 Best Research paper award
1st Rank In Poster Presentation At AMPICS -2009
1st Rank In Science fair At UUNA –2004
2nd Rank In Programming Competition At AMPICS –2008
And other likes GK, Quiz, Cultural activities ….
Strong Work Ethic.
Data Science & Innovation
Impact of Zipf’s Law in Information Retrieval for Gujarati Language, International Archive of Applied Sciences and Technology, April 2018
Classification of Gujarati Documents using Naïve Bayes Classifier, Indian Journal of Science and Technology, February 2017
“The Design and Implementation of Diacritic Extraction Technique for Gujarati Written Script Using Unicode Transformation Format”, 1st IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2015.
On Continent and Script-Wise Divisions-Based Statistical Measures for Stop-words Lists of International Languages. Procedia Computer Science, Elsevier, 89, 313-319.
“Automatic Language Identification and content separation from Indian Multilingual Documents using Unicode Transformation Format”, 1st Springer International Conference on Data Engineering and Communication Technology (ICDECT), 2016.
“A Rule-based Approach to Dynamically Identify Stop Words in Gujarati Documents”, Springer 5th International Conference on Frontiers of Intelligent Computing: Theory and applications.
“Lexical Classes Based Stop Words Categorization for Gujarati Language”, IEEE International Conference on Advances in Computing, Communication & Automation (ICACCA 2016).
“Information Retrieval for Gujarati Language using Cosine Similarity based Vector Space Model”, Springer 5th International Conference on Frontiers of Intelligent Computing: Theory and applications
“A Study and Comparative Analysis of Different Stemmer and Character Recognition Algorithms for Indian Gujarati Script” published in International Journal of Computer Applications (IJCA) ISSN: 0975 – 8887, Volume 106– No.2, November 2014, Pages: 45-50.
“A Web Content Opinion Mining Based Study of Machine Learning Approaches of Sentiment Analysis” published in International Journal of Engineering Research and Management (IJERM) ISSN: 2349- 2058, Volume-1, Issue-6, September 2014, Pages: 128-135
I am a conscientious person who works hard and pays attention to detail. I'm flexible, quick to pick up new skills and eager to learn from others.I have pursued my graduation in B.Sc (Physics), post graduation in MCA and Ph.D in computer science.
Ph.D (Machine Learning)
JAN 2014 - FEB 2018
R K University, Rajkot, Gujarat
JUL 2007 - MAY 2010
Ganpat University, Mehsana, Gujarat
JUL 2004 - APR 2007
Saurashtra University, Rajkot, Gujarat
S.S. Agrawal Institute of Computer Science, Devina Park Society Road, Opp. Vidya Kunj High School, Gandevi Road