Juptyer Notebook
SWETHA DHANASEKAR
Senior GenAI Engineer
Summary
GenAI Engineer with 4+ years of experience building and deploying AI and GenAI solutions in production. Skilled in LLM integration, prompt engineering, RAG pipelines, and AI workflow automation. Experienced across AWS and GCP with Kubernetes, Docker, Terraform, and CI/CD tools like GitHub Actions and Tekton. Proficient in Python, LangChain, and modern ML frameworks including TensorFlow and PyTorch. Passionate about creating scalable, secure, and efficient GenAI systems that drive innovation and business impact.
Overview
4
4
years of professional experience
9
9
Certification
7
7
years of post-secondary education
Work History
Senior GenAI Engineer
HCL Technologies
Chennai
04.2025 - Current
- Project : Synthetic Data Generation Tool - Designed
and implemented a full-stack data simulation platform
using React.js and FastAPI, enabling configurable synthetic data generation through ML/statistical models
and LLMs for enterprise testing. - Synthetic Data Generation Tool - Built validation pipelines with statistical checks, rule-based logic, and visual comparison to ensure the accuracy, consistency,and realism of generated datasets.
- Synthetic Data Generation Tool - Engineered intelligent frontend controls for row/column-wise data extension, noise injection, distribution-based generation, algorithm selection (Linear Regression, SVM, SARIMAX).
- Project : AI Resume Scoring System - Integrated LLM
APIs to extract structured data (name, education, experience) from unstructured resumes and mapped
candidate profiles to categories (A–D) using backend business logic. - AI Resume Scoring System - Developed a React-based
dashboard and backend APIs to automate resume parsing and classification workflows using Chat4o LLM, custom scoring algorithms, and PostgreSQL-backed storage.
Cloud Developer
Thirdware Solutions-Tech Mahindra
Chennai
04.2022 - 04.2025
- Implemented MLOps practices across CI/CD pipelines and automated ML workflows using tools like Airflow, Groovy, and Bash, streamlining model validation, training, testing, and deployment with enhanced reproducibility, security, and drift detection.
- Designed scalable ML infrastructure using Kubernetes and Azure , enabling efficient deployment of containerized models with GPU provisioning, autoscaling clusters, and secure, high-availability inference environments compliant with MLOps standards.
Associate Analyst
Wipro Technologies
Chennai
09.2021 - 04.2022
- Experienced Automation Engineer skilled in designing using BlueZone and TBA Acceptance tools
- Managed financial projects that resulted in cost savings and increased operational efficiency, implementing automated solutions to enhance efficiency and quality.
- Increased software reliability, performing thorough regression tests to ensure seamless performance after updates.
- Enabled faster issue resolution, providing detailed bug reports with clear steps to reproduce and suggested fixes.
- Contributed to improved user experience with comprehensive usability testing across multiple platforms and devices.
Education
Master of Technology(Part Time) - Computer Science And Engineering
SRM Institute of Science And Technology
07.2022 - 04.2025
Bachelor of Technology - Information Technology
Vel Tech Multi Tech Dr.Rangarajan Dr.Sakunthala Engineering College
06.2017 - 04.2021
Skills
- Cloud Platform: GCP and Microsoft Azure, AWS
- Programming Languages: Python and Java
- Version Control: Git and GitHub
- GenAI Tools: ChatGPT, Google Gemini and DALLE
- Containerization Docker, Kubernetes, Azure and Google Cloud, Azure Container Service
- GenAI : Machine Learning,Deep Learning , Natural Language Processing , Large Language Model, Prompt engineering, and Retrieval-Augmented Generation
- Data Analytics : Tableau and PowerBI
- Libraries and Framework: XGboost, Hugging Face, Vector databases, LangChain / LangGraph, OpenAI/Gemini APIs and MCP 20
Certification
- Google Cloud Certified Professional Cloud Developer
- Google Cloud Certified Associate Cloud Engineer
- Google Cloud Certified Generative AI Leader Certification
- GreatLearning Certified MLOps Fundamentals
- Google Certified Prompt Design in Vertext AI
- GreatLearning Certified Cloud Foundations
- Azure Certified – AZ-900
- GreatLearning Certified Data Science Foundations
- GreatLearning Certified Python By Machine Learning
Work Preference
Location Preference
On-SiteHybridWork Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Accomplishments
- Collaborated with the team of 6 in the development of GWFS Project.
- Recognised by management for Quarterly Champs Award in FY2020-2022 (Q2, Q4)
- Joined as Associate professional got promoted in 2021 as Professional Software engineer.
Software
IntelliJ
Eclipse
Jenkins
RedHat Openshift
Tekton
Languages
English
Advanced (C1)
Tamil
Bilingual or Proficient (C2)
Telugu
Advanced (C1)
Timeline
Senior GenAI Engineer
HCL Technologies
04.2025 - Current
Master of Technology(Part Time) - Computer Science And Engineering
SRM Institute of Science And Technology
07.2022 - 04.2025
Cloud Developer
Thirdware Solutions-Tech Mahindra
04.2022 - 04.2025
Associate Analyst
Wipro Technologies
09.2021 - 04.2022
Bachelor of Technology - Information Technology
Vel Tech Multi Tech Dr.Rangarajan Dr.Sakunthala Engineering College
06.2017 - 04.2021
Quote
Every problem is a gift—without problems we would not grow.
Tony Robbins
Disclaimer
I hereby attest that, to the best of my knowledge, all of the information provided above is accurate and true.
Interests
Reading Books
Learning New Things