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Timeline
About me
Data Scientist
Education

2009utl technologies ltd
2009 - 2010P g embedded systemsIGIAT).LDARA (testing tool) with its laboratory implementation.MIL 1553 B Linux based test station.Primavera project management software.Seminars Conducted:Trends in design & development of under water transducer (DRDO)SONAR (DRDO)FLASH Memory (As the part of Engineering)Continuing Education Program:AUV (Autonomous Underwater Vehicle)Signal processing & NoiseNetworking technology Embedded system design & development

Cochin university of science and technology
2004 - 2008B-tech instrumentation
Experience

Drdo
Oct 2008 - Dec 2012Team Size 2 Role Development & Testing Language VB Précis It furnished diagnostic evaluations of the embedded system which required the methods used to cope with the simultaneous development of the Integrated Test Station (ITS) h/w & s/w in conjunction with its Test Target h/w & s/w. ITS provided a system level test facility for conducting h/w & s/w of the system. A method of utilizing this apparatus involved generating & simulating the test program sets & applying the test program sets to digital circuit boards during development with feedback to the host computer. Responsibilities VB based GUI programming & Target coding in C platform D PLOT based graph plotting Title 1553 B Add_On card programming Show less Team Size 2 Role Development & Testing Language VB Précis It furnished diagnostic evaluations of the embedded system which required the methods used to cope with the simultaneous development of the Integrated Test Station (ITS) h/w & s/w in conjunction with its Test Target h/w & s/w. ITS provided a system level test facility for conducting h/w & s/w of the system. A method of utilizing this apparatus involved generating & simulating the test program sets & applying the test program sets to digital circuit boards during development with feedback to the host computer. Responsibilities VB based GUI programming & Target coding in C platform D PLOT based graph plotting Title 1553 B Add_On card programming Show less Team Size 1 Role Development & Testing Language Assembly Language & C Précis Originally designed for use with military avionics, but had become commonly used in spacecraft on-board data handling (OBDH) subsystems, both military & civil. It featured a dual redundant balanced line physical layer, a network interface, Time division multiplexing, half-duplex command/response protocol & up to 31 remote terminals (devices). A version of MIL-STD-1553 using optical cabling in place of electrical was known as MIL-STD-1773 Responsibilities Development of communication protocol in "C" & assembly.Acceptance test of Acoustic Modem, UHF Modem, INS (both sea & Land trials), USBL, current sensor, voltage sensor, Pressure switch, Pressure transducer & Altimeter.Interfacing INS with MCS (Mission Computer System), interfacing INS with GPS & DGPS. Show less Team Size 1 Role Development & Testing Language Embedded C Précis Akin to black box recorder of aircraft, it recorded critical parameter of the torpedo using IR link from instrumentation system. It would eject & float in water when torpedo reached non recoverable depth. It transmitted signal to the board receiver inship as soon as it floated. IR communication eliminated the need of another water connector & could be used AUV & all torpedo. It took data from GPS & transmitted along with critical parameter. Responsibilities Modification of code of FRAT. IR communication.Testing in HSTT & GPS. Title Prototype AUV (Autonomous Under water Vehicle Show less
Design & Development
Jul 2010 - Dec 2012Test Station development
Jul 2009 - Dec 2010Test Station development
Jul 2009 - Dec 2010Embedded System Engineer
Dec 2008 - May 2010Sensor Instrumentation Package
Feb 2009 - Jul 2009Sensor Instrumentation Package
Feb 2009 - Jul 2009VB Programming
Nov 2008 - Apr 2009FRAT
Oct 2008 - Jan 2009

Defense research & development organization (drdo)
Jan 2009 - Dec 2010• Key projects include Design & Development of Embedded Systems for Autonomous Underwater Vehicle (AUV) & Varunastra torpedo. Adept at Development protocols 1553B, SPI & I²c.• Demonstrating technical proficiency in a high paced production environment & exercise judgment within defined procedures & practices to determine appropriate action.
Embedded system engineer
Jan 2009 - Dec 2010Embedded System Engineer
Jan 2009 - Dec 2010

Frat (floating
Oct 2011 - Dec 2013Embedded system engineerResponsibilities Modification of code of FRAT. IR communication.Testing in HSTT & GPS. Title Prototype AUV (Autonomous Under water Vehicle

Drdo
Jul 2013 - Dec 20147.9 years of experience in design and development of embedded system. .Organization: DRDO(Defence research and Development Organization Team Size 1 Role Development & Testing Language Assembly Language Responsibilities Design & Development of IIRS & Coding in assembly language.Development of Instrumentation logic.Interfaced current sensor, Voltage sensor, pressure sensor, pressure transducer. Interfaced with Altimeter.Post trial analysis of torpedo.
Embedded System Engineer
Jan 2009 - Dec 2014Design & Development
Jul 2013 - Dec 2013

Honeywell aerospace
Jan 2014 - Dec 20161Data Analytics ,Python

Drdo
Jun 2015 - May 2016Embedded system engineerData Analytics , Wireless printers offer printing to multiple devices without the need to swap cables or deal with device sharing configurations. Both laser and inkjet printers are widely available with wireless printing options, and many models include additional features such faxing, scanning, and copyingraspberry pi 3 model b

Cornelius
Dec 2016 - Jan 2018Data scientist ,iot embedded, time series ,xgboost,ada boost,naive bayes, lstm for time seriesData Scientist Embedded ,IOT , atmel crypto, atmel M2M implementation , machine learning, R- Language Amazon CodeGuru Profiler, Amazon Comprehend, Amazon Lex, Amazon Polly, Amazon Rekognition, Amazon Textract, Amazon Transcribe, AWS Lambda and Amazon Translate,MongoDBIn descriptive modeling, or time series analysis, a time series is modeled to determine its components in terms of seasoning ,patterns, trends, relation to external factors,using model like ARMA .We have started with Moving average and exponential MA and finally found that ARIMA is suitable for predicting the stock requirement for dispenser Using a seasonal ARIMA(1,1,1)(0,1,1) model we can get a reasonably good forecast (MAPE =1.94%) Show less

Bangalore
May 2018 - Dec 2019Yolo based object detection and localization for uavYOLO based object detection and classification for UAV

Tip
May 2018 - Dec 2019Nlp and network intrusion detection and squad implementation ,chatbotNLP and Network Intrusion Detection, Network Behavior Analysis which help toidentify the band width requirement, time for maximum usage and take action accordingly.Packet analysis and finding out the data usage and anomalies and using deep leaning algosuch as find the anomalies•Develop Anomaly detection model using XGBOOST and YOLO with 94 % accuracy•Created based chatbot using NLTK chatterbot and TF-IDF•OCR using tesseract•Text to audio converter using tesseract• Document summarization for smart city• Squad implementation using BERT base model• Test classification and sentiment analysis using BERT and TextBlob• Speech recognition using speech recognizer ,google API Show less

S
Apr 2020 - Dec 2020Data scientistAutoencoder ,AWS textract, AWS rekognition,AWS Elastic search,SNS, AWS Lambda, Gunicorn, Dockerizing , Containerization , Microservice ,

Drdo
Jan 2021 - nowContextual advertisingContextual advertising is a form of targeted advertising for advertisements appearing on websites or other media, such as content displayed in mobile browsers. In context targeting, advertising media are controlled on the basis of the content of a website using linguistic elements.

Reputation management
Apr 2021 - Dec 2021Data scientistFacebook API, LinkedIn API, Instagram API, Twitter API, Moz API, Semrush API, Vendasta API,Trustpilot API, wextractor API ,Web scraping,luminati proxy , Sentiment analysis using BERT, Recommendation system, Docker , Gunicorn, AWS Textract , AWS comprehend, Google Analytics,Reputation-Enhanced Recommender System algorithm

Drdo
Nov 2021 - nowExam passing predictionSnowflex, H2O Driverless AI, AZURE ,Kafka Predict the NClex exam
Licenses & Certifications

Best performer of the years 2015

Golden employee of the year 2012
- View certificate

A complete guide on tensorflow 2.0 using keras api
UdemyMay 2020 - View certificate

Vision with opencv and deep learning
UdemyMay 2020 - View certificate

Natural language processing with deep learning
UdemyMay 2020 
Microsoft certified: data analyst associate
UdemyJul 2020- View certificate

Deep learning a-z™: hands-on artificial neural networks
UdemyMay 2020 - View certificate

Computer vision with opencv and deep learning
UdemyMay 2020 - View certificate

Deploying machine learning models
UdemyMay 2020 
Global certificate in data science & ai
InsaidDec 2019
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