Rohit Prakash

Rohit Prakash Email and Phone Number

Senior Manager Engineering, AI and Machine Learning @ Jio
Bengaluru, KA, IN
Rohit Prakash's Location
Bengaluru, Karnataka, India, India
About Rohit Prakash

Data Scientist & AI Leader with more than a decade of experience in drivingbusiness transformation through data analytics and AI.Spearheaded engineering initiatives for AI and analytics across JIO Cloudxp,HiveCenter, Cloud360, and Lexicon.Experience in developing end to end Gen AI & Machine Learning SaaSproducts.Worked on designing Scalable solution for big data (In Terabytes).Areas of Expertise:• Generative AI : Llama , Mistral, OpenAI GPT-3, GPT-4, BERT, Langchain,LangGraph, Transformers (Hugging Face).• Data Science and Analytics : Pandas, NumPy, Matplotlib, Seaborn.• Database Design: MySQL, PostgreSQL, NOSQL, Redis, Elastic.• Machine Learning : Regression, Classification, Clustering, Forecasting, NaturalLanguage Processing, Modeling, XGBoost, Light GBM , Spacy, OpenCV, Dlib,Machine Learning System Design.• Deep Learning Frameworks: Tensorflow, Keras, pytorch.• Programming Languages : Python, C, Java, Javascript, PHP.• Big data processing Frameworks : Aache spark, hadoop, Kafka, Dask.• SDLC : Agile scrum, Waterfall.• Version Control Systems and CICD Tools : Git, Github, Azure Devops.• Containerisation and Orchestration : Docker, Kubernetes.Professional Highlights:Patent Holder: System and method for building a knowledge base of dependencies between configuration itemsCreated a robust image deduplication system capable of processing a dataset of500 million human face photos, leveraging Apache Spark and Azure DataFactory pipelines on Azure Synapse to achieve a scaling capacity of 1 billionimages.• Built a comprehensive MLOps platform with MLFlow and Evidently.ai, ensuringthe operational management of 80+ JioCloud models, resulting in a 50%decrease in model monitoring time and increased productivity.• Architected a Generative AI studio that accommodates 20 diverse use cases,deploying Mistral and Llama alongside Azure OpenAI utilizing Langchain andLangraph, vector stores for optimal performance.• Led the migration of on-premise data infrastructure to Azure Data Lake, resultingin a 30% reduction in storage costs and enhanced data accessibility.• Led workshops and design sessions to develop and refine Generative AIsolutions, focusing on LLMs and RAG workflows, while training and enhancingmodels for better content generation and information retrieval.• Planned and refined high-performance machine learning models for dataparallelisation and model parallelisation using TensorFlow and PyTorch for bigdata use cases.

Rohit Prakash's Current Company Details
Jio

Jio

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Senior Manager Engineering, AI and Machine Learning
Bengaluru, KA, IN
Website:
jio.com
Employees:
98322
Rohit Prakash Work Experience Details
  • Jio
    Senior Manager Engineering, Ai And Machine Learning
    Jio
    Bengaluru, Ka, In
  • Jio
    Senior Manager Engineering, Ai & Machine Learning
    Jio Sep 2022 - Present
  • Cognizant
    Software Architect Ai Analytics/ Manager
    Cognizant Jan 2020 - Sep 2022
  • Cognizant
    Tech Lead - Data Scientist
    Cognizant Mar 2016 - Jan 2020
    Bengaluru Area, India
  • Css Corp
    Senior System Analyst
    Css Corp Mar 2015 - Mar 2016
    Bengaluru Area, India
  • Ibm India Pvt. Ltd.
    Application Developer
    Ibm India Pvt. Ltd. Dec 2010 - Mar 2015

Rohit Prakash Skills

Javascript Sql Core Java Extjs 6.0 Node.js Java Enterprise Edition Mysql Web Applications Php Java Software Development Linux Ext Js Db2 Jsp Amazon Web Services Laravel Itil Unix

Rohit Prakash Education Details

Frequently Asked Questions about Rohit Prakash

What company does Rohit Prakash work for?

Rohit Prakash works for Jio

What is Rohit Prakash's role at the current company?

Rohit Prakash's current role is Senior Manager Engineering, AI and Machine Learning.

What schools did Rohit Prakash attend?

Rohit Prakash attended International Institute Of Information Technology Bangalore, University Of Rajasthan.

What skills is Rohit Prakash known for?

Rohit Prakash has skills like Javascript, Sql, Core Java, Extjs 6.0, Node.js, Java Enterprise Edition, Mysql, Web Applications, Php, Java, Software Development, Linux.

Who are Rohit Prakash's colleagues?

Rohit Prakash's colleagues are Sairam Mohanty, Sangram Keshari Mahalik, Sachin Jayakumar, Ajay Jamliya, Deepak Srivastava, Jyoti Singh, Sachin Tyagi.

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