Figura professionale: Data Scientist, R, SAS, Python, Matlab
Nome Cognome | : V. P. | Età | : 33 |
---|---|---|---|
Cellulare/Telefono | : Riservato! | : Riservato! | |
CV Allegato | : Riservato! | Categoria CV | : Business Intelligence / Data Scientist / DWH |
Sede preferita | : Roma |
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Sommario
Esperienze
SUMMARY
• Data Scientist with over 3 years of experience in data analysis softwares: R, SAS, Python, Matlab.
• CCNA certified solutions-oriented, results-focused Software Project Manager with nearly 5 years of successive experience in Internet development, software design, and implementation of various Client Server applications/ e-Commerce applications using ASP.NET, .NET, C#, VB.NET, MS-SQL Server, ADO.NET, HTML and Java Script.
• Customer-focused with a demonstrated ability to consistently deliver projects above and beyond initial requests, resulting in high levels of satisfaction
• Followed Agile methodology and involved in Daily Scrum.
• Hands-on leader with verified success in driving team members to achieve top performance through effective mentoring, teaching and communication
• Experienced in programming languages including Python, C, C++ and Web development technologies
• Exceptional in preparing Functional Requirement Specs, Technical Requirement Specs, System Design Documents, Process Flow Documents, API, SDK Documentations
• Possessing a good team spirit, deadline orientated and having the ability to organize and present complex solutions clearly and accurately
• Experience in working with the tools like DirectSOFT 5, NI-DAQmx, KIEL, RIDE, AVR Studio, Centricity and MS Office
SKILL SET
• Robot Analysis
• Video Processing
• Team Management
• Research Projects
• Web Development
• Technical Support
• Requirements Gathering
• Application Development
• Client / Server Applications
• Analytics, Machine Learning
TECHNICAL SKILLS
Programming Languages:
C, C++, C#, Python, Open CV, VB.NET, ASP.NET
Web technologies:
HTML, CSS, JavaScript, ASP.NET, JQuery, VB Script, D3.js
Tools/Technologies:
Visual Studio, Eclipse, Adobe Photoshop CS4, Dreamweaver, Matlab, Gephi
Design Software:
LabView, MASM (8085, 8086), AutoCAD, Solid Works, SPM8
Statistical tools:
SAS (Base), R, Tableau, handling Json files, Gephi, Power BI
Database Technologies:
SQL Server (2012/2008),NoSQL, PostGres.
Certifications:
Cisco Certified Networking Associate (CCNA), Ethical Hacking
Other Application software:
DirectSOFT 5,Pytorch, NI-DAQmx, Tensor Flow, KIEL, RIDE, AVR Studio, Centricity, MS Office
EDUCATION
• M.Sc. in Data Science from Sapienza Università di Roma, Rome – Italy – Pursuing (2017-2019)
• B Tech (Exchange Student) in Electrical and Computer Engineering from The University of New Mexico, Albuquerque, USA (2012)
• B Tech in Electrical, Electronics and Communications Engineering from Amrita School of Engineering, Bengaluru, India (2008-2012)
LANGUAGE SKILLS
• Fluent in English. Level A1 in Italian.
GLOBAL EXPOSURE
• Experience in working with the teams from USA, India, Italy.
CERTIFICATION
• Completed the Cisco Certified Networking Associate (CCNA) Exploration which consists of 4 modules: Network Fundamentals, Routing Protocols and concepts, LAN Switching and Wireless, Accessing the WAN
BSNL, Bangalore, India Jan – Mar 2011
District Telecom Training Center
• Underwent technical training in basics of Mobile Communication
• Went to all the sub-stations of the leading network service provider to learn about the techniques of GSM, CDMA and Broadband in practice
CONFERENCES
• Ethical Hacking by Innobuzz at NIT, Trichy, India – February 2010
• Head Start Foundation Program (HSFP) conducted by Accenture at Amrita School of Engineering, Bangalore, India – Jun-July 2011
MEMBERSHIP
• Active member of Electronics Communication and Instrumentation (ECI) forum (2009-11)
• Member of National Green Corps (NGC), and Scouts and Guides, India
EXPERIENCE
CNR Consiglio Nazionale delle Ricerche, Roma, Italy July 2019 – Present
IAC Istituto per le Applicazioni del Calcolo ‘M Picone’
Thesis
• Disease Gene Signatures using Machine Learning
• Discover ‘recurring’ patterns of attributes associated to families of disease genes.
• Reveal complex, hidden, topological, Ontological and Statistical properties of the genes – ‘signature’.
• Use various ML techniques to grasp the patterns. Gene Ontology classes.
• Tools : R, Python, Rattle, Advanced Excel, Bioconductor, DIAMOnD tool
4changing SPA, Roma, Italy Mar 2018 – Sep 2019
Data Scientist
• Emotion Detection from text using python and R – Natural Language Analysis
• Harvest reviews from various sources and perform NLP, Emotional Analysis on the reviews.
• Support for the development of solutions and projects for the retrieval, processing and analysis of data
• Configuration of Web and Social Listening and Monitoring programs
• Collaboration in market research and analysis, in particular from data obtained from the Web and Social listening
• Maintenance of technological infrastructures & Google Analytics
• Tools : MS Office, Tableau Public, R, Python, HumanEcosystems v3, Gephi, Tulip, d3js, PHP, SQL, IBM Watson APIs
Moviesnlife, Hyderabad, India Mar 2015 – Mar 2017
Freelancer – Technical
• Responsible for developing websites and writing Content
• Designing and maintaining the company’s website
• Editing the shot videos
• Responsible for Video Processing
• Tools : openCV, ASP.NET, JavaScript, Adobe Photoshop CS4, HTML, CSS
Generac Power Systems, Waukesha WI – USA Aug 2014 – Feb 2015
Onsite Project Manager
• Worked in close coordination with SMEs to understand functional and technical specifications of 36 applications (6 Web applications, 1 Console application, and the other include Windows applications and Web Services)
• Communicated with offshore team, assigned the tasks and reviewed their work
• Developed Reverse-Engineer code
• Prepared Functional Requirement Specs, Technical Requirement Specs, System Design Documents, Process Flow Documents, API, SDK Documentations
• Tools : C#, .Net Framework 4.0, Visual Studio 2013, VB.NET, SQL Scripting, WCF and SOAP services, IIS 7.5, SQL 2012 R2, SSIS/SSRS, XML Mapping, TFS
Lignin LLC/FFP LLC, Albuquerque, NM – USA Aug 2013 – Aug 2014
Senior Research Engineer
• Supervised the technical team
• Optimized the timings for the Filter Paper Folding robots
• Interfaced pH Robot, LOI (Loss of Ignition) Robot (480 – position weigher)
• Tools: C, C++, C#, LabView, Eclipse, DirectSOFT 5, Python
University of New Mexico Medical Group Mar 2012 – Jul 2014
Application Support Technician II
• Managed a defined set of daily, weekly, monthly computer tasks and deliver results to end users
• Provided on-call consulting advice and technical support to various users / client organizations regarding specific operational/applications issues
• Troubleshoot computer process problems and identified possible solutions
• Tools: Centricity (GE Healthcare – IT Software Solutions), MS Office, .NET
Lignin LLC, Albuquerque, NM – USA May 2013 – Aug 2013
Senior Research Engineer
• Supervised the technical team
• Software application for pH Robot analysis
• Generated code for automated filter paper folder robots
• Installed and coded for RFID
• Tools used: C, C++, LabView, Eclipse, DirectSOFT 5
AVAILABILITY
• Ready to relocate at the earliest
PROJECTS HANDLED
Earth Observation Data Analysis
Explore MODIS satellite data and apply SNAP classification tools and vegetation indexes. Explore SEVIRI and MODIS data for discriminating ash clouds. Explore MSI/Sentinel2 data for estimating chlorophyll-a and suspended sediment along coastlines.
SNAP Desktop, Python, R, MS Office
Bayesian Analysis using JAGS and MCMC
Full Bayesian Analysis to recover model parameters. Bayesian Estimation of model parameters and hypothesis testing. Comparative analysis with Frequentist approach. Model comparison using DIC, marginal likelihood. Testing with various Statistical Models. Gibbs Sampling, Monte Carlo Markov Chain (MCMC) Simulations.
R, Rstudio, JAGS, Python, WinBUGS
Neuro Science – Brain Network study during resting states
Analysis of EEG data recorded from 64 electrodes for a subject in two states: eyes-open and eyes-closed. Various analyses include: Connectivity graphs, Graph theory indices, Motif Analysis and Community Detection
Python, R, Anaconda, Spyder, Rstudio, DIAMOnD tool, MS Office
Network Biology – Autoinflammatory diseases
Exploring the information sources: BIOGrid and IID databases. Collecting the list of all human genes of interest. Various analyses include: PPI (Protein-Protein interactions), Network measures, Clustering disease modules and Enrichment Analysis.
Python, R, Anaconda, Spyder, Rstudio, DIAMOnD tool, MS Office
House price Prediction with Machine Learning
Predicting house prices from the Ames Housing dataset. More info here: https://www.kaggle.com/c/house-prices-advanced-regression-techniques . Creative feature engineering and advanced Regression techniques (RandomForest and xgboost)
Python, R, Anaconda, Spyder, Rstudio
Research talk and Report on Cyber Addiction & its impact on Divorce Rate
Research using Quantitative Models on how cyber addiction leads to divorces and how it impacts children worldwide. Quantitative Models, Data Gathering, Preprocessing, Analysis and Data Visualizations.
Excel, D3.js, WebOfScience, Eurostat, R
Edit distance – Dynamic and Recursive
Python software to compute the edit-distance between two strings using Dynamic and Recursive methods, and compare their results.
Python, Anaconda, Spyder
Search Engine and Song statistics
Web scraping, Clustering, Parsing json files, storing parsed songs as documents in MongoDB, Statistics and Visualization of parsed data, tf-idf, normalizing the data, indexing, build a search engine.
https://github.com/pvnskabhinay/Search-Engine-for-AZlyrics
Python, Anaconda, Spyder, MongoDB, MongoLab
Statistics and Visualization on Networks
Parsing json files (the DBLP dataset), Visualization of the data (Graphs, Subgraphs), statistics and visualization of the data, computing generalized version of the Erdös number.
https://github.com/pvnskabhinay/ADM-HW4-Group-25
Python, Anaconda, Spyder, GitHub
NMOS Transistor fabrication on a Silicon Wafer (Spring 2013)
Responsibilities:
Fabricated a NMOS transistor in the UNM Clean room MTTC following all the procedures like Baking, Photolithography
Tools:
SPOT Basic
Project #11:
Neural Network simulated Brain (Fall 2013)
Responsibilities
Designed, implemented and evaluated a completely neural network-based simulated agent “brain” that learns to live as long as possible in an artificial 2D environment
Tools:
Matlab, C, C++, Python
Project #12:
Image Analysis in Healthcare (August 2012 – August 2013)
Responsibilities
Analyzed the various effects, causes and dependencies of the lesion formation in white matter using real patient data; Worked with a couple of doctors on this project
Tools:
SPM8, Matlab, Free Surfer
Project #13:
Functional Magnetic Resonance Imaging analysis (August 2012 – May 2013)
Responsibilities
Worked on research project on real fMRI data analyzing the Drug Effects in Alcohol Addiction
Analyzed a total of 603 patients for the results
Tools:
SPM8, Matlab
Project #14:
Fields II Simulation for Abdominal Aorta (Fall 2012)
Responsibilities
Simulated the images of Abdominal Aorta for the detection of Abdominal Aortic Aneurysm (AAA)
Analyzed the medical images obtained from the ultrasound of the aorta along with the simulated aorta
Project #15:
Antennas in Medical Applications (Spring 2012)
Responsibilities:
Studied various antennas used as medical implants and for tumor detection
Project #16:
Application of Image Processing in Autonomous Vehicles (Spring 2012)
Description:
Studied the Project on technical aspects of the working of Autonomous vehicles concentrating on the Image Processing part
Project #17:
Solar Coronal Hole Detection (Fall 2012)
Responsibilities:
Research project, which uses a Constrained Optimization Framework for detection of Solar Coronal Holes by allowing users to specify the matching criteria
Development of an image-analysis software
Analyzing various image matching techniques for efficient detection of Coronal Holes in the Sun from the solar images provided in a ground-truth database
Also, a Teaching Assistant for a group of students working on this project
Project #18:
Decimator and Interpolator using FIR Filter (December 2010 – May 2011)
Responsibilities:
Simulated a decimator and an interpolator using a hamming and hanning window
Filter used was Finite Impulse Response (FIR) filter
Tools: MATLAB
Project #19:
3D Reconstruction using Webcams
Role
Research Assistant (Spring 2012)
Responsibilities:
Simulated the basic concepts in OpenCV including Camera Calibration, 3D Reconstruction and Stereo Imaging
Tools: OpenCV, Matlab
Project #20:
RFID based Access Control System (July-December 2011)
Responsibilities:
The purpose of this project was to design an access control system using the technology of Radio Frequency Identification (RFID) which gives access when the code emitted by the RFID Tag matches with the code in the microcontroller
Interfaced LEDs and Relays to the microcontroller to act as devices such as doors.
Tools: C, RIDE, Proload
Project #21:
Mobile Controlled Home Appliance Controller with Voice Acknowledgement (Jan-March 2010)
Responsibilities:
Developed an instrument using AT89C51, through which home appliances can be controlled using a mobile Interfaced LEDs and Relays to the microcontroller which are considered as the Home appliances being controlled
Used the concepts of GSM
Tools:
Keil, Express PCB, Express SCH, μVision3
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