Vipul Mehra
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Vipul Mehra - Machine Learning Engineer

Hello! I am Vipul Mehra. I am an experienced Machine Learning Practitioner skilled in building models for Natural Language, Recommender Systems, Search, Ranking, and Computer Vision.

With over 10+ years of industry experience, I bring expertise in machine learning and building low-latency high-throughput machine learning systems and platforms.

I have a proven track record of building and delivering high-impact machine learning/AI models that drive business value and ROI, along with end-to-end systems that scale to millions of users.

I am currently exploring Large Language Models (LLMs) and Large Vision Models (LVMs), with a focus on optimizing model serving, scaling, fine-tuning techniques and integration into real-world applications across ranking, recommendations, agentic AI workflows, and Retrieval-Augmented Generation (RAG) pipelines.

Let us connect to explore how I can contribute my skills and experience to make a meaningful impact.

Latest Blog Posts

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  • Exploring MCP, Tools and Agents.
    May 28, 2025
    My stab at building agentic AI workflows and MCP servers and connecting them with tools.
  • ML Algorithms from scratch
    Mar 01, 2025
    Classic ML algorithms from scratch with just python and numpy!
  • So you think you know NDCG?
    Mar 01, 2025
    Deep dive into NDCG as a ranking metric
  • Recommender Systems and Ranking
    Mar 01, 2025
    All my thoughts around building and scaling recommender and search and ranking systems

Research & Projects

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  • GuavaNet: A deep neural network architecture for automatic sensory evaluation to predict degree of acceptability for guava by a consumer.
    Mar 02, 2025
    Deep Neural Network for Sensory Evaluation.
  • Hand Gesture Recognition using Support Vector Machine and Bag of Visual Words model
    Mar 02, 2025
    Exploring SVM for Hand Gesture Recognition
  • Forecasting USD to INR foreign exchange rate using Time Series Analysis techniques like HoltWinters Simple exponential Smoothing, ARIMA and Neural Networks.
    Mar 02, 2025
    Time series analysis and forecasting using R.
© 2025 • Vipul Mehra
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