Prem Krishnan

Prem Krishnan

Water & Energy Systems Engineer

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location of Prem KrishnanChennai, Tamil Nadu, India

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  • Timeline

  • Skills

    Chemical engineering
    Statistical process control
    Matlab
    Simulations
    Process control
    Python
    R
    Spc
    Mathematical modeling
    Environmental impacts
    R&d
    Renewable energy
  • About me

    Senior Process Engineer at GyanData Pvt Ltd

  • Education

    • MES Indian School Doha, Qatar

      1999 - 2004
    • National University of Singapore

      2008 - 2011
      Master of Engineering (M.Eng.) Data Driven Industrial Fault Detection

      Research Based involving Data Sciencehttp://scholarbank.nus.edu.sg/handle/10635/31669Thesis title : Applications of Multivariate Analysis Techniques for Fault Detection, Diagnosis and Isolation. Submitted in 2011

    • Anna University Chennai

      2004 - 2008
      Bachelor of Technology (B.Tech.) Chemical Engineering
  • Experience

    • Qatar National Food Security Programme

      May 2012 - Mar 2014
      Water & Energy Systems Engineer

      • Development of a sustainable and efficient energy and water strategy incorporating the latest renewable and innovative desalination technologies for increased agricultural production.• Research and study into the Environmental Impact assessment of large scale Desalination in the Arabian Gulf with emphasis on salinity variation and submission of internal reports on the same.• Technological and resource assessment with focus on solar power generation, grid integration and demand management.• Assessment of integrated Energy and Water systems network in the state of Qatar by means of simulation and optimization.• As member of several multi-stakeholder committees, responsible for review and providing feedback on any legislation/government policies in development that may be related to synergy of the food security masterplan with other national projects. (e.g. Water Act, National Ground Water Act, decision on TSE)Achievements:- Submission of an internal report on desalination impacts in the Arabian Gulf required Reviewing literature (desalination & oceanography) over the past 30-40 years and CTD salinity data from the last 100 years. The acceptance of internal report led to the QNFSP sanctioning two further studies conducted by GEOMAR - Helmholtz Centre for Ocean Research Kiel and a joint study by experts from Environmental Studies Centre - Qatar University, Texas A & M university at Qatar and Ministry of Environment .Important conclusions from the external studies were similar to those of the internal report and these finding were a significant contribution to the master plan.Being part of multidisciplinary, multinational team involving QNFSP staff, McKinsey consultants and Govt. Stakeholders etc further widened my horizons on the subject. Show less

    • وزارة التجارة والصناعة Ministry of Commerce and Industry

      Apr 2014 - Jul 2014
      Water & Energy Systems Engineer (Food Security Department)

      1. transferred from the QNFSP to implement the Food Security Masterplan. Same designation as in the QNFSP.2. Implementation of sustainable farming & animal husbandry capacity building strategy.

    • GyanData

      Jan 2015 - Apr 2017
      Senior Process Engineer- Analytics & Marketing Lead

      1. Worked as senior process engineer on industrial/ financial data analytics projects for over a year. Responsible for undertaking in-house and client based projects in data analytics, data reconciliation, modelling and simulation. These projects are from a variety of sectors including industrial, financial, food and healthcare sectors.• In a Financial Data Analysis project , I incorporated business rules into the algorithm to transform their transaction based data in to an analyzable form.• I also did prototype testing of Algorithms for incorporation into another client organization's process monitoring suite.2. Worked as Marketing lead, developed the education wing of the organization by:• Crafting marketing strategies for GDPL's educational training programme outreach to National Organizations, MNCs, Educational Institutes, individual professionals and fresh graduates in the domain of data analytics.• Development and conceptualization of training courses to cater to different clients based on industry (e,g. financial , healthcare etc), level of skill required(beginner, intermediate, advanced) , Career level/domain (experienced Professionals, academics, fresh graduates), Mode of teaching (online/Classroom)• Also as an Instructor, responsible for creation and development of introductory material and case studies for courses.Achievements: - I succeeded in engaging several potential clients, for example I successfully negotiated and helped conduct a course for a batch of 18 staff from ABB. The course created a positive impact and ABB has expressed interests to continue further.)Developed material and also taught modules on introduction to using R for data analytics and visualization for several batches in Ford Analytics. I developed and provided several case study problems with solutions as part of the course evaluation stage. Show less

    • Self-employed

      May 2017 - Mar 2018
      Freelance Analytics Consultant

      Clients : GDPL, Code Mangrove technologies

    • LTI - Larsen & Toubro Infotech

      Apr 2018 - Jan 2020
      Data Scientist - Module Lead - Analytics SBU

      Worked on 3 Financial projects related to mutual funds and securities with a single client. Projects include machine learning, time series analysis, text mining/entity recognition applications.Developed and presented brown bag sessions on data driven fault detection.Played a supporting role during recruitment drives.

    • EY

      Feb 2020 - Jan 2022
      Associate Manager - Data & Analytics Consulting

      Have worked on a variety of data science projects in domains such as human resources, social sciences, automation and finance so far. Projects include application of ML classification, NLP, Entity recognition algorithms to different domains. Software used include Python, R, SPSS and Power BI. Have also worked on PoCs in RPA+ML and information design.

  • Licenses & Certifications

    • Introduction to Databases and SQL Querying

      Udemy
      View certificate certificate
    • Big Data and the Environment

      FutureLearn
      Nov 2017
      View certificate certificate
    • Deep Learning Prerequisites: Linear Regression in Python

      Udemy
      Mar 2019
      View certificate certificate
    • Complete UiPath RPA Developer Course: Build 7 Robots

      Udemy
      Dec 2020
      View certificate certificate
    • Microsoft Power BI-A Complete Introduction[2020 Edition]

      Udemy
      May 2020
      View certificate certificate
    • FOUNDATION CERTIFICATE - Institute of Environmental Management & Assessment

      IEMA
      Sept 2017
    • EY Robotic process automation - Bronze

      EY
      Jan 2021
      View certificate certificate
    • Data Science for Environmental Modelling and Renewables

      FutureLearn
      Mar 2019
      View certificate certificate
    • Introduction to Natural Language Processing (NLP)

      Udemy
      Oct 2018
      View certificate certificate
    • Global Warming: The Science and Modeling of Climate Change

      Coursera Course Certificates
      Dec 2014
      View certificate certificate
    • Deep Learning Prerequisites: Logistic Regression in Python

      Udemy
      View certificate certificate