Resume
Experience
Download ResumeJuly 24 - Present
Junior Data Scientist
Logitech
Chennai, Tamilnadu, India
Developed an ATS for Talent Acquisition Team , streamlining the process of filling CVs into a tabular format, resulting in a 20% increase in efficiency, and 50% reducing the time of recruiters.
Utilized Zero Shot Text Classification algorithm to rank the CVs based on both quantifiable and non-quantifiable KPIs provided by the Hiring Managers, improving accuracy in candidate selection by 15%.
Utilized Text Generation Models to provide insightful reasoning for ranking decisions, resulting in a 15% increase in accuracy of project evaluations.
Developed RAG Technology to identify key candidate skills and strengths, which reduces the time-to-hire by 15% and improving overall candidate experience.
Proposed an automated email system to B2B Sales and Services which can identity pain points of end customers and analyzed databases within seconds, resulting in a 30% increase in response rates from potential leads.
Proposed a solution of collaborating with the marketing team to implement GenAI Technology to track quality leads through closed deals, open deals, and requests, resulting in a 25% increase in conversion rates.
Collaborated with team members to automate backup of notebooks and files in SageMaker using CRON job functionality, reducing manual effort by 30%.
Streamlined data management processes by implementing Automatic Deletion of Old S3 Bucket files using the same CRON Job functionality used in backup, resulting in a 30% decrease in storage costs.
Utilized Zero Shot Text Classification algorithm to rank the CVs based on both quantifiable and non-quantifiable KPIs provided by the Hiring Managers, improving accuracy in candidate selection by 15%.
Utilized Text Generation Models to provide insightful reasoning for ranking decisions, resulting in a 15% increase in accuracy of project evaluations.
Developed RAG Technology to identify key candidate skills and strengths, which reduces the time-to-hire by 15% and improving overall candidate experience.
Proposed an automated email system to B2B Sales and Services which can identity pain points of end customers and analyzed databases within seconds, resulting in a 30% increase in response rates from potential leads.
Proposed a solution of collaborating with the marketing team to implement GenAI Technology to track quality leads through closed deals, open deals, and requests, resulting in a 25% increase in conversion rates.
Collaborated with team members to automate backup of notebooks and files in SageMaker using CRON job functionality, reducing manual effort by 30%.
Streamlined data management processes by implementing Automatic Deletion of Old S3 Bucket files using the same CRON Job functionality used in backup, resulting in a 30% decrease in storage costs.
Jan 24 - May 24
Machine Learning Engineer
Verchool Holdings
Dubai, UAE
Advanced a scalable Generative AI model to accurately match family zones of virtual board meeting participants, resulting in a 30% increase in meeting efficiency.
Conducted in-depth analysis of customer behavior patterns using advanced machine learning techniques, resulting in a 15% increase in timely and relevant outreach to customers.
Utilized predictive modeling to identify key indicators of likely next actions by customers, enabling proactive outreach strategies that resulted in a 10% increase in customer engagement.
Aug 23 - Nov 23
Applied AI Scientist Intern
ASecureCloud
Toronto, Ontario, Canada
Researched and analyzed the market potential for integrating AWS with GenAI Applications, leading to the identification of a $500M market opportunity for Quivr App in AWS. Authored and published a series of scientific blog posts on Medium highlighting the benefits and practical applications of integrating AWS with other models, generating over 10,000 views and increasing brand visibility by 20%.
Jan 22 - Jan 23
Machine Learning Research Intern
Stigmata Techno Solutions
TamilNadu, India
Project Name: MSI Project | Client Name: Larsen & Tourbo
I led the development of the software requirements specification (SRS) for a complex project that involved multiple MSI modules in my previous role. As part of that effort, I created five UML design diagrams to help visualize and communicate the system architecture and functionality to stakeholders.
Project Name: Secure Bank | Client Name: Banking Sector
Collaborated with cross-functional teams to design and launch a new AI-powered product, resulting in a 15% increase in revenue for the company. Developed a comprehensive AWS False Key detection system utilizing Logistic Regression and Natural Language Toolkit LSTM models to achieve accuracy rates of 75% and prototype accuracy rates of up to 95%, improving security measures by flagging false keys with an accuracy rate of 91%.
I led the development of the software requirements specification (SRS) for a complex project that involved multiple MSI modules in my previous role. As part of that effort, I created five UML design diagrams to help visualize and communicate the system architecture and functionality to stakeholders.
Project Name: Secure Bank | Client Name: Banking Sector
Collaborated with cross-functional teams to design and launch a new AI-powered product, resulting in a 15% increase in revenue for the company. Developed a comprehensive AWS False Key detection system utilizing Logistic Regression and Natural Language Toolkit LSTM models to achieve accuracy rates of 75% and prototype accuracy rates of up to 95%, improving security measures by flagging false keys with an accuracy rate of 91%.
Jan 22 - May 22
Data Science Research Intern
AP-3 Solutions
TamilNadu, India
Automated the data pre-processing pipeline to handle a large number of satellite images and reduced processing time by 60%, enabling faster model iteration cycles. Enhanced the performance of the image detection algorithm by implementing a new methodology using Convolutional Neural Networks with RPN, resulting in a 40% increase in accuracy for identifying buildings and water bodies.
Education
2020 - 2024
Anna University
St. Joseph's Institute of Technology
TamilNadu, India
Undergraduate
IT
Coursework: Artificial Intelligence, Cloud Computing, Algorithms, DataStructures, Operating Systems, Database Management Systems
Volunteer Roles:
Cumulative GPA: 8.88 / 10.00
Volunteer Roles:
- AWS Community Builder | Machine Learning & Generative AI Category
- AWS Cloud Captain | India
- DeepLearning.AI Event Ambassador
- Student Co-ordinator - AWS Cloud Club
- Principal AI and Cloud Lead - AWS Cloud Club
- Co-organizer - AWS Cloud Club
Cumulative GPA: 8.88 / 10.00
Certifications
AWS Certified Cloud Practitioner
AWS Certified Developer Associate
AWS DeepRacer Candidate
AWS Machine Learning Specialty
Kaggle's Machine Learning
DeepLearning.AI Generative AI
Google's Generative AI
NPTEL Machine Learning - IIT Madras
Spoken Tutorial - IIT Bombay C Programming and Java Programming
Professional Skills
Artificial Intelligence
Statistical Analysis
Time-Series Forecasting
Amazon Web Services
Scikit-learn
Tensorflow
Keras
Pytorch
Plotly
Dart AI
Generative AI
Computer Vision
Languages
Python
Java
R
C
HTML
CSS
JavaScript
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