remesh c k (Gen AI,DataScientist, AWS Solution Architecture)

Remesh c k (gen ai,datascientist, aws solution architecture)

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location of remesh c k (Gen AI,DataScientist, AWS Solution Architecture)Bengaluru, Karnataka, India
Followers of remesh c k (Gen AI,DataScientist, AWS Solution Architecture)2000 followers
  • Timeline

  • About me

    Data Scientist

  • Education

    • 2009utl technologies ltd

      2009 - 2010
      P g embedded systems

      IGIAT).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 - 2008
      B-tech instrumentation
  • Experience

    • Drdo

      Oct 2008 - Dec 2012

      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 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 2012
      • Test Station development

        Jul 2009 - Dec 2010
      • Test Station development

        Jul 2009 - Dec 2010
      • Embedded System Engineer

        Dec 2008 - May 2010
      • Sensor Instrumentation Package

        Feb 2009 - Jul 2009
      • Sensor Instrumentation Package

        Feb 2009 - Jul 2009
      • VB Programming

        Nov 2008 - Apr 2009
      • FRAT

        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 2010
      • Embedded System Engineer

        Jan 2009 - Dec 2010
    • Frat (floating

      Oct 2011 - Dec 2013
      Embedded system engineer

      Responsibilities Modification of code of FRAT. IR communication.Testing in HSTT & GPS. Title Prototype AUV (Autonomous Under water Vehicle

    • Drdo

      Jul 2013 - Dec 2014

      7.9 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 2014
      • Design & Development

        Jul 2013 - Dec 2013
    • Honeywell aerospace

      Jan 2014 - Dec 2016
      1

      Data Analytics ,Python

    • Drdo

      Jun 2015 - May 2016
      Embedded system engineer

      Data 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 2018
      Data scientist ,iot embedded, time series ,xgboost,ada boost,naive bayes, lstm for time series

      Data 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 2019
      Yolo based object detection and localization for uav

      YOLO based object detection and classification for UAV

    • Tip

      May 2018 - Dec 2019
      Nlp and network intrusion detection and squad implementation ,chatbot

      NLP 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 2020
      Data scientist

      Autoencoder ,AWS textract, AWS rekognition,AWS Elastic search,SNS, AWS Lambda, Gunicorn, Dockerizing , Containerization , Microservice ,

    • Drdo

      Jan 2021 - now
      Contextual advertising

      Contextual 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 2021
      Data scientist

      Facebook 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 - now
      Exam passing prediction

      Snowflex, H2O Driverless AI, AZURE ,Kafka Predict the NClex exam

  • Licenses & Certifications

    • Best performer of the years 2015

    • Golden employee of the year 2012

    • A complete guide on tensorflow 2.0 using keras api

      Udemy
      May 2020
      View certificate certificate
    • Vision with opencv and deep learning

      Udemy
      May 2020
      View certificate certificate
    • Natural language processing with deep learning

      Udemy
      May 2020
      View certificate certificate
    • Microsoft certified: data analyst associate

      Udemy
      Jul 2020
    • Deep learning a-z™: hands-on artificial neural networks

      Udemy
      May 2020
      View certificate certificate
    • Computer vision with opencv and deep learning

      Udemy
      May 2020
      View certificate certificate
    • Deploying machine learning models

      Udemy
      May 2020
      View certificate certificate
    • Global certificate in data science & ai

      Insaid
      Dec 2019