Achyuthuni Sri Harsha

Welcome to Harsha's notes on data science.

Harsha is a Data Scientist currently working as a Senior Consultant at Deloitte in Hyderabad, India. He has 10 years of data science and machine learning experience building solutions for companies such as Walmart, Pepsico, Rolls-Royce, Dr-Reddys, Tesco, Tata AIA, ClarusOne and Olam International. He is proficient in Python, R, SQL, Tableau, PySpark and cloud platforms such as Azure and Google Cloud.

Some of Harsha's interesting projects are:

  • Deployed machine-learning based failure prediction algorithms of specific parts in an aircraft engine across 1000+ engines for an aircraft manufacturer
  • Reduced understocking by predicting lead time and fill rate across South America for a large retailer
  • Used Generative AI to extract relevant information from pre-solicitation and solicitation files from the US government to help in creating bids for government contracts
  • Optimized procurement strategy for a global manufacturing major to minimize costs with several business constraints while using a bidding process as inputs from suppliers
  • Developed an intelligent data annotation platform (web application) that records SME inputs, and generates machine learning models in near real-time which are then deployed into analytic pipelines for Engine Health Management [EHM] diagnostics
  • Forecasted demand for all bottled products across the US and Canada for FMCG giant at customer location level
  • Line operator optimization for multiple production lines for a leading FMCG Manufacturer
  • Contributed to building the Data Center of Excellence [CoE] for a global agricultural exporter
  • Used Generative AI to capture potential supply issues due to FDA inspections at competitor plants for a pharma company, enabling them to make informed decisions towards enhanced supply opportunities/avenues
  • Created "Rewards and Returns" contests for an insurance client to motivate agents to perform better and increase efficiency (Tata AIA)
  • Created POC on estimating costs based on raw materials for private brand food products for a large retailer (Clarus One)

    • He holds a Master's degree in Business Analytics from Imperial College London and a Bachelor's degree in Mechanical Engineering from Amrita Vishwa Vidyapeetham. He is also an alumnus of IIM Bangalore. Harsha has published papers on preventive maintenance of aircraft engines, humans with AI, personal analytics etc.

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