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Nirendu Konar

Nirendu Konar

Research Engineer

Followers of Nirendu Konar1000 followers
location of Nirendu KonarKolkata, West Bengal, India

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  • Timeline

  • Skills

    Neural networks
    Data analytics
    Data visualization
    Predictive modeling
    R
    Python
    Sas e miner
    Big data analytics
    Security analytics
    Business intelligence
    Identity management
    Cloud computing
    Integration
    Solution architecture
    It strategy
    Logistic regression
    Support vector machine
    Sql
    Pl/sql
    Aws
    Deep learning
    Natural language processing
    Rnn/lstm
    Convolutional neural network

  • About me

    Highly-skilled Information Technology and data analytics Professional with expertise in implementing strategic business solutions, increasing overall operation efficiency. Skilled trainer with track-record of providing excellence in Data Analytics, Architecture and Management. Top-notch global supervisory capacity and demonstrated experience leading teams toward goal achievement and success. Over twenty one years of experience in managing, leading, designing, developing and integrating IT systems of various complexities. Current interests and engagement in Data Science technologies and Predictive Modeling in Insurance, Retail and Supply Chain Management, Text Mining & Sentiment Analysis using R, Python, Rapid Miner and SAS Enterprise Miner software platforms. Expertise in modeling techniques like regressions, Logistics regression, Tree based model - bagging, boosting, random forest, Neural networks, support vector machine, deep learning, Big Data analytics, Hadoop. Pursuing PhD from IIT, Kharagpur - working on Recommender Systems for digital educational content.

  • Education

    • University of Phoenix

      2002 - 2004
      MBA Technology Management

    • IIT Kharagpur

      1991 - 1993
      Master of Technology (MTech)

    • Indian Institute of Technology, Kharagpur

      1989 - 1991
      Master of Science (M.Sc.)

  • Experience

    • Steel Authority of India Limited

      Aug 1993 - Aug 1998
      Research Engineer

      Sinter mix system software development - Fortran/C. ISO internal auditor

    • Mastech

      Aug 1998 - Dec 1999
      Software Engineer

      Oracle Enterprise Application development using Oracle DB, Forms, Reports, PL-SQL package development and tuning (Oracle Developer/2000 and Designer/2000). Clients: Bynx Software, UUNET Internet Africa.

    • Alphasoft Services

      Feb 2000 - Feb 2001
      Senior Software Engineer

      Web technology / Content management software - story server / LDAP / Oracle DB / J2EE

    • Cisco Systems

      Mar 2001 - May 2007
      Technical Lead/Architect

      Architecture and Development of Enterprise Identity Management solution and integrate with Business Intelligence and Enterprise Data Warehouse. Identity analytics and BI reporting platform development.

    • Wipro Technologies

      Jun 2007 - Sept 2011
      Senior Manager - Technology Practice Group

      Identity & Access Management, Security analytics - Security Information and Event Management platform and tools development, Practice development, Program execution, mentoring and team development

    • RAD365,

      Oct 2011 - now
      Gen AI, LLM, RAG ChatBot AIML Consulting

      > RAG Based ChatBot application - OpenAI, Azure AI, Pinecone, Chroma, Llama, Faiss, Langchain> NLP / LLM - Structured Data Extraction using LLM• RAD365: Deep learning models for Radiology Image Classification and Segmentation • SkyBits Technologies: Deep Learning models to detect defects in fruits ( Blueberries, Almond)• Data Analytics platform development, Managing end-to-end Data Analytics programs, IT Infrastructure setup, Advisory on overall IT Governance and internal IT processes, Build in-house IT teams. Predictive model development. Customer Segmentation.• Marketing analytics for a large insurance agency (Propensity to Buy analysis)• Customer churn modeling for a large Telecom Service Provider• Fraud detection in insurance claims• Algorithmic Trading: Training and Practicing Algo Trading Show less

    • ICFAI Business School

      Jun 2013 - now
      Faculty - Advanced Business Analytics and Predictive Modeling and AIML Consultancy Services

      Advanced Business Analytics and Predictive Modeling in Finance, Marketing, and Supply Chain Management using R, Python, SAS EM, and Rapid Miner software platforms. Engaged in AIML Consultancy services - 1)Teleradiology - Disease detection, and segmentation. 2) Algorithmic Trading using Python - Machine learning, Deep Learning, and Advanced Time Serien analysisChief Advisor, AI - RAD365 (https://www.rad365.com/) Hailth.ai (https://hailth.ai/) Skybits Technologies Pvt. Ltd (https://sky-bits.com/) Show less

  • Licenses & Certifications