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J

John Janagarajan

AI Trainer & Annotator

India flagCoimbatore, India
$25.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Pattern Recognition
Categorization

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification

Freelancer Overview

Supply Chain Optimization Consultant (ML Model Building for Ticket Classification). Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include TensorFlow, Internal, and Proprietary Tooling. Education includes Bachelor of Technology, Karunya Institute of Technology and Sciences (2012). AI-training focus includes data types such as Text and labeling workflows including Classification.

Entry LevelEnglish

Labeling Experience

Supply Chain Optimization Consultant (ML Model Building for Ticket Classification)

TextClassification
As a Supply Chain Optimization Consultant, I built machine learning models using TensorFlow to classify and propose solutions for ticketing data. The work focused on automating the process of analyzing support tickets through AI-driven classification algorithms. I directly contributed to model training and classification logic involving large-scale text datasets. • Developed and refined classification models on support ticket text datasets • Utilized TensorFlow to implement and experiment with ML architectures • Labeled and validated textual data to train and assess classification accuracy • Provided classification recommendations for automated ticket triage processes

As a Supply Chain Optimization Consultant, I built machine learning models using TensorFlow to classify and propose solutions for ticketing data. The work focused on automating the process of analyzing support tickets through AI-driven classification algorithms. I directly contributed to model training and classification logic involving large-scale text datasets. • Developed and refined classification models on support ticket text datasets • Utilized TensorFlow to implement and experiment with ML architectures • Labeled and validated textual data to train and assess classification accuracy • Provided classification recommendations for automated ticket triage processes

2019 - 2021

Customer Service Optimisation Consultant (TACTiX Tool NLP/ML Data Labeling)

TextClassification
I participated in the development and implementation of a tool named TACTiX, which used Natural Language Processing and Machine Learning for business process automation in SAP SD. This involved preparing, annotating, and validating text data for ML model training focused on optimizing consultant workflow. I contributed text classification data labeling to enhance the model’s business process understanding. • Generated labeled datasets from SAP SD process documentation and logs • Supported the ML team by reviewing and correcting text data annotations • Applied classification labels to optimize consultant workflow automation • Leveraged NLP techniques to improve business process modeling

I participated in the development and implementation of a tool named TACTiX, which used Natural Language Processing and Machine Learning for business process automation in SAP SD. This involved preparing, annotating, and validating text data for ML model training focused on optimizing consultant workflow. I contributed text classification data labeling to enhance the model’s business process understanding. • Generated labeled datasets from SAP SD process documentation and logs • Supported the ML team by reviewing and correcting text data annotations • Applied classification labels to optimize consultant workflow automation • Leveraged NLP techniques to improve business process modeling

2017 - 2018

Education

K

Karunya Institute of Technology and Sciences

Bachelor of Technology, Electronics and Communications Engineering

Bachelor of Technology
2008 - 2012

Work History

N

N/A

Algorithmic Trader

Delhi
2021 - 2024
T

Tech Mahindra

Transformation Lead

Delhi
2021 - 2021