MOHAMMED FARHAAN PATEL
+91-878-***-**** ac7ni5@r.postjobfree.com farhaanpatel patelfarhaan
EDUCATION
Pune Vidhyarthi Griha’s, College of Engineering Nasik, IN B.E. Computer Engineering Percentage: 75/100 May 2017 Specialization in Data Science
Coursework: Database Mining, Data Warehouse, Business Analytics and Intelligence, Cloud and High Performance Computing, Database Management, Computer Networks, Wireless Sensor Network EXPERIENCE
Fusion Practices Navi Mumbai, IN
Software Developer, Web Application Development & Automation team (Python, SQL, JCS, AWS EC2) April 2018 –Present
Build services for Fusion’s e-learning platform to help create new users, manage privileges, assigning respective roles through Rest API’s on Oracle Fusion Cloud, which had nearly increased the company’s e-learning service efficiency by 30%
Developed an automated AI bot to learn user requirements and allocate oracle instances dynamically for the e-learning platform in real-time by leveraging Google API services, which eliminated manual processes and increased Fusion’s productivity by 40%
Developed a platform for Oracle Fusion cloud to help clients transition files between SaaS and PaaS by automating pre and post processing compatibility hooks, which eliminated dependencies on third-party software and reduced the migration time by 90% Freelancer Data Scientist / Software Developer (Python, Java, SQL, JCS) April 2018 –Present
Built data pipelines for clients to manage and process their multitude BI reports on Oracle cloud and leveraged advanced analytics to create web maps to extract actionable insights that empowered clients make lucrative business decisions
Built a scalable financial data collector web application using PostgresSQL and Flask for designing a dynamic financial graph to help clients study growth indicators, and risk factors in real-time which helped them avoid share market risks by 93%
Developed an active webcam motion detector system using OpenCV for strengthening surveillance system at a financial company, thereby saving 83% of processing and storage power of the traditional CCTV Travel-on Holidays (Python, R, SQL, Spark) Aurangabad, IN Junior Data Scientist, Analytics & Data Science division May 2017 – April 2018
Leveraged web and marketing data at Travel-on Holidays to build machine learning models for extracting travel trends
Deployed IBM Watson’s API in R to perform NLP, text mining, and sentimental analysis for predicting customer’s loyalty
Implemented an interactive R shiny dashboard, to provide a 360-degree view of customers to detect optimal triggers for dynamic pricing, and allowed for runtime drill down reports and dynamic mapping of top travel destinations Data Science Intern, Analytics & Data Science division May 2016 – July 2016
Identified travel trends by analyzing Travel-on Holidays data increase the efficiency of search engine advertising (SEA)
Built a recommendation system based on customer behavior & experience to push smart recommendation for their next travel ACADEMIC RESEARCH PROJECTS
Robust Human Detection & Tracking using Human Model based Camera calibration Aug 2016 – May 2017
Built an active video surveillance system using a robust object tracking algorithm that is based on a sparse collective model that exploits both holistic template and local representations to account for drastic appearance changes; achieving performance rate of 15fps, 2.13 of CPI, and 0.74 of MPI
IOT Based Smart Stick for Visually Impaired People Aug 2015 – May 2016
Designed a GPRS-based smart stick to track visually impaired people, and help them detect patch holes, small objects, staircases, thereby achieving an efficiency of 94.7%, and an accuracy of 96.3% on more than 70 users TECHNICAL SKILLS
Machine Learning: Regression, Instance-based, Regularization, Decision Trees, Bayesian, Clustering, Association Rule Learning, Artificial Neural Networks, Deep Learning, Dimensionality Reduction, Ensemble, NLP
Big Data Frameworks: Hadoop (Map Reduce), Spark, Hive
Statistical Methods: A/B testing, Hypothesis testing, T-test, Z-test, Pearson’s Chi-square test, F-statistic
Programming Languages: C/C++, Java, R, Python, SQL, XML, Android
Databases: Oracle 12c, MYSQL, PostgreSQL, SQLite
PaaS: AWS Elastic Beanstalk, Windows Azure, Heroku, Google App Engine, OpenShift
Softwares: PyCharm, Jupyter Notebook, Atom, Sublime Text, Eclipse, JDeveloper, InteliJ IDEA, NetBeans, Android Studio, SQL server, Excel, Power BI, Tableau, PostgreSQL, Github, Gitlab, Heroku, StreamSets, Postman, MYSQL, Trello, PuTTY LEADERSHIP
Vice-president and Secretary of Computer Department May 2016 - Sept 2016
Supported class president in planning and organizing class programs, and kept records and whereabouts of the classmates
Set up an Innovative Research Lab (IRL), a collaborative research space to help students team with the faculty of their interest to perform innovative research in robotics and computer science PUBLICATION
Patel, F., Deokar, S., Deore, S. (2017) ‘‘Robust Human Detection & Tracking System using Human Model based Camera Calibration.”