Summary
Overview
Work History
Education
Skills
Certification
Websites
Personal Information
Timeline
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INDIRA MUKHERJEE

INDIRA MUKHERJEE

Bengaluru

Summary

Data Enthusiast with 7+ years of experience in Client Coordination and Data Labeling. Expertise in NLP, NER, ML models, and Python scripts. Recognized for exceptional performance and contributions to the machine learning industry. Proficient in data annotation and client handling with training in Data Science and Business Analytics.

Overview

8
8
years of professional experience
1
1
Certification

Work History

Data Architect in AI/ML

JPMorgan Chase and Co
Bengaluru
05.2022 - Current
  • Currently working as a Data Architect in AI/ML, focusing on data annotation, labeling, and conducting quality checks on datasets used for training models.
  • Built machine learning models and developed Python scripts for quality and consistency checks for the annotation team.
  • Hands-on experience with a variety of NLP models, including transformer-based architectures like DistilRoBERTa and MiniLM, etc., applied to tasks such as sentiment analysis, semantic similarity, and text classification.
  • Tested large language model (LLM) platforms, mainly jailbreak, within the organization and provided training on generating effective prompts.
  • Educated teams on utilizing LLM platforms for annotation tasks to improve efficiency and accuracy.
  • Managed code contributions using Bitbucket repositories, enabling collaborative work with other team members.
  • I am a part of a dedicated PQA team, where we build and develop scripts for quality checks for the training datasets.
  • Volunteered and participated in various tech events to stay engaged with emerging technology and innovations.

Data Annotator

iMerit Technology Services
Kolkata
11.2020 - 05.2022
  • I worked as a data annotation specialist, responsible for curating high-quality training datasets for clients across several projects, including Twilio, Netflix, Oracle, and Roku.
  • In addition to leading a team of 40 annotators, I ensured the quality and accuracy of the labeled data through rigorous quality control processes. My role encompassed a variety of tasks such as Named Entity Recognition (NER), sentiment analysis, and URL entity matching.
  • I gained extensive experience in data labeling, categorization, and validation, as well as implementing and optimizing workflows to meet project-specific requirements.

Orion Softtech & Contentgrill Pvt Ltd.

Relationship Manager
Kolkata
02.2020 - 11.2020
  • Shared client engagement history, culture, organizational structure, competitive landscape, and differentiators with new business and account teams.
  • Developed proposals and collaborated with teams on preparing presentation materials.
  • Educated communities and clients about services by presenting key information.
  • Built and maintained relationships with executives to generate ideas and pursue new opportunities.
  • Performed manual testing for software and mobile applications.
  • Assessed individual and group training needs to deliver targeted solutions.
  • Conducted platform demos for clients, showcasing features and capabilities of new systems.

Client Coordinator

Sofitech Solutions
Jamshedpur
03.2017 - 02.2020
  • Collaborated with senior case managers to coordinate team development activities and deliver tailored training sessions.
  • Compiled and managed prospective customer lists for sales leads, utilizing data from ad inquiries, direct mail responses, and other marketing channels.
  • Proactively engaged with clients to understand their specific requirements and align solutions accordingly.
  • Addressed and resolved technical and business objections from prospective customers, ensuring a smooth decision-making process.
  • Facilitated clear communication between internal teams and clients to ensure alignment on project goals and expectations.
  • Assisted in the development of client proposals by integrating feedback and addressing potential concerns.
  • Participated in follow-up meetings with clients to ensure their evolving needs were met, fostering long-term relationships and trust.

Education

Post Graduate - Deep Learning

IISc Bangalore
Bengaluru

Post Graduate - DATA SCIENCE & BUSINESS ANALYTICS

GREAT LAKES INSTITUTE OF MANAGEMENT

Bachelor's n Engineering - ELECTRICAL AND ELECTRONICS

MVJ COLLEGE OF ENGINEERING

HIGHER SECONDARY SCHOOL -

NARAYANA INSTITUTE

SECONDARY SCHOOL -

ST. MARY’S CONVENT

Skills

  • English
  • Hindi

Certification

  • Python
  • Deep Learning
  • NLP
  • Data Science
  • Data Visualization
  • LLMs

Websites

Personal Information

  • Nationality: Indian
  • Marital Status: Married

Timeline

Data Architect in AI/ML

JPMorgan Chase and Co
05.2022 - Current

Data Annotator

iMerit Technology Services
11.2020 - 05.2022

Orion Softtech & Contentgrill Pvt Ltd.

Relationship Manager
02.2020 - 11.2020

Client Coordinator

Sofitech Solutions
03.2017 - 02.2020

Post Graduate - Deep Learning

IISc Bangalore

Post Graduate - DATA SCIENCE & BUSINESS ANALYTICS

GREAT LAKES INSTITUTE OF MANAGEMENT

Bachelor's n Engineering - ELECTRICAL AND ELECTRONICS

MVJ COLLEGE OF ENGINEERING

HIGHER SECONDARY SCHOOL -

NARAYANA INSTITUTE

SECONDARY SCHOOL -

ST. MARY’S CONVENT

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