Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Timeline
Generic

Richa Sahrawat Malik

Machine learning operation Lead
Bengaluru

Summary

Richa is a highly accomplished professional with more than 18 years of experience in the field of software technologies. Currently serving as a Vice President at JPMC , she specializes in MLOPS (Machine learning Operations), leveraging her expertise to drive innovation and deliver exceptional results. Richa's extensive knowledge and leadership skills make her valuable asset in ever evolving landscape of software development

Overview

17
17
years of professional experience
3
3
Certifications

Work History

Vice President AI/ML

JPMorgan Chase
07.2022 - Current
  • Lead the AI/ML strategy and initiatives within JPMC , working closely with senior leadership to define and execute the vision for AI/ML adoption within organization
  • Drive the development and implementation of AI/ML solutions to solve complex business problems and enhance operational efficiency
  • Collaborate with cross functional teams including data scientist , data engineers , product owners and business stakeholders to identify opportunities for AI/ML applications and develop innovative solutions
  • Provide technical expertise and guidance on AIML technologies , algorithms and best practices to ensure the successful implementation of AI/ML projects
  • Manage a team of AI/ML professionals, providing mentorship , guidance and support to drive their professional growth and ensure successful project delivery
  • Experience in deploying machine learning models into production environments, ensuring scalability , reliability and performance
  • Manged to create all cloud native Machine learning pipeline on AWS , which is now used as a single blueprint for any Machine learning implementations

Data Science Manager

Accenture Solution Private Limited
07.2015 - 07.2022
  • Lead and manage a team of Data scientists, providing guidance and mentorship for successful delivery of projects
  • Collaborated with clients to understand the business requirements and to provide the data driven solutions
  • Designed and Implemented machine learning models and algorithms to solve complex business problems
  • Used classic techniques for Machine learning models such as classification and regression
  • Delivered multiple usecases such as baggage weight prediction , recommendation systems and Optical character recognition
  • Setup a MLOPS centre of excellence team where hired multiple ML engineers and trained them on various cloud platform to build ML pipelines
  • Developed a MLOPS platform for Accenture to showcase MLOPS capabilities to various clients
  • MLOPS platform was then used by many clients to take the model to production within no time

Technology Lead

Tech Mahindra
11.2014 - 07.2015
  • Collaborated with clients and business stakeholders to understand their requirements and translated them into technical specification for Oracle Retail Applications
  • Designed , developed and Implemented Oracle retail applications, including but not limited to Oracle Retail Merchandizing system (RMS), Oracle Retail Price management systems(RPM), Oracle retail Sales audit (ReSA) and Retail Store Inventory Management (SIM)
  • Customized and Configured Oracle retail application to meet business requirements
  • Developed and maintained integrations between Oracle Retail applications and other systems , such as ERP systems , POS systems and e-commerce platforms
  • Wrote clean, efficient and well documented code using Oracle Retail Development Tools and technologies such as Oracle Forms, Oracle reports and PL/SQL


Technology Analyst

Infosys Technologies
01.2010 - 10.2014
  • Implemented and maintained Oracle retail applications specifically worked on RMS
  • Wrote clean and well documented code in PL/SQL
  • Created automated monitoring system for RMS applications
  • Wrote clean and well document code using shell scripting
  • Worked on multiple different projects from geographies

Software Engineer

Accenture Solutions Private
01.2007 - 01.2010
  • Designed , developed and maintained software applications using C++ programming language
  • Wrote clean, efficient and well documented code , ensuring high quality and maintainable software solutions
  • Conducted thorough testing and debugging of software applications to identify and resolved issues , ensuring optimal performance and reliability
  • Collaborated with team members to review and provided feedbacks on code , ensuring code quality and adherence to coding standards

Education

Post Graduate Diploma in Data Science - Data Science

IIIT Bengaluru
Bengaluru, India
04.2001 -

Bachelor of Engineering Technology - Electrical, Electronics And Communications Engineering

Maharishi Dayanand University
Rohtak
04.2001 -

Secondary School - Science

Kendriya Vidyalaya
Delhi
04.2001 -

Skills

  • AWS cloud

  • MLOPS

  • Python Programming

  • Machine Learning

  • SQL

  • Google cloud platform

  • Azure

  • Databricks

Accomplishments

  • Patent Filled and granted for Baggage weight Prediction. Patent number: 11820534
  • Patent Filled for Image data analytics using neural networks for automated design and evaluation. Publication number: 20230092545

Certification

AWS Machine learning Speciality

Timeline

Vice President AI/ML

JPMorgan Chase
07.2022 - Current

AWS Machine learning Speciality

07-2021

Machine learning engineer by Udacity

07-2021

AWS solution Architect

02-2021

Data Science Manager

Accenture Solution Private Limited
07.2015 - 07.2022

Technology Lead

Tech Mahindra
11.2014 - 07.2015

Technology Analyst

Infosys Technologies
01.2010 - 10.2014

Software Engineer

Accenture Solutions Private
01.2007 - 01.2010

Post Graduate Diploma in Data Science - Data Science

IIIT Bengaluru
04.2001 -

Bachelor of Engineering Technology - Electrical, Electronics And Communications Engineering

Maharishi Dayanand University
04.2001 -

Secondary School - Science

Kendriya Vidyalaya
04.2001 -

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Richa Sahrawat MalikMachine learning operation Lead