Giridharan Chandrababu
@giridharanchandrabab
Experienced Data Scientist specializing in AI and cloud-native applications.
What I'm looking for
I am a Data Scientist with over 7 years of experience in building scalable, secure cloud-native applications and automation workflows using Python. My expertise lies in designing and deploying end-to-end data pipelines and analytics platforms across multi-cloud environments, including AWS and GCP. I have a proven track record of developing and optimizing Computer Vision models for real-time applications, utilizing frameworks like PyTorch and TensorFlow.
Throughout my career, I have successfully translated complex business challenges into actionable insights through machine learning and deep learning models. My experience includes working with large datasets, implementing NLP solutions, and optimizing AI models for production use. I am passionate about leveraging data to drive strategic decision-making and enhance operational efficiency.
Experience
Work history, roles, and key accomplishments
Data Scientist, Lead
Veracity IT Solutions INC.
Nov 2024 - Mar 2025 (4 months)
Translated complex business challenges into statistical hypotheses, developing and researching machine learning and deep learning models for risk management, specifically in claim financials and indemnity benefits. Derived actionable insights from model predictions and analyzed worker compensation claims data to support profitable actions, while also integrating machine learning solutions into pro
AI & Data Engineer
DataFabricX
Sep 2023 - Sep 2024 (1 year)
Developed RESTful APIs using FastAPI and Pydantic for real-time data retrieval and batch processing, and designed Retrieval-Augmented Generation (RAG) pipelines for AI-powered search solutions. Integrated LangChain and optimized OpenAI APIs through prompt engineering, while automating ETL pipelines for vector databases and building machine learning workflows including OCR-based document extraction
Software Engineer (Data science)
Quickplay Media
Jan 2022 - Sep 2023 (1 year 8 months)
Built scalable, automated data pipelines and ETL processes on GCP and AWS for ingesting and transforming data, supporting machine learning models and analytics. Designed and deployed content and user-based recommendation systems, and implemented MLOps using Kubeflow and Vertex AI Pipelines for streamlined model development and deployment. Architected real-time streaming pipelines and created data
Data Scientist
DataFabricX
May 2019 - Dec 2021 (2 years 7 months)
Developed a machine learning application for document classification using NLP techniques and supervised models like Random Forest and SVM. Utilized K-means clustering for document organization and built an OpenCV and deep learning model for automatic identity document classification. Designed and maintained ETL pipelines from DMS to Elasticsearch, and created a 360-degree document reporting dashb
Jr. Data Scientist
Trusfi Technologies
Oct 2018 - Dec 2020 (2 years 2 months)
Designed and developed a text recommendation system using Keras and natural language processing (NLP) to enhance user engagement and content discovery. Created a nudity detection system employing advanced image processing and deep learning algorithms for accurate classification and real-time image analysis. Contributed to the full project lifecycle, including unit testing, functional reviews, and
Education
Degrees, certifications, and relevant coursework
Anna University - MIT Campus
Master of Technology, Technology
Completed a Master of Technology degree at Anna University - MIT Campus, Chennai, from 2016 to 2018. Focused on advanced technological studies.
St. Peter's College of Engineering
Bachelor of Technology, Technology
Obtained a Bachelor of Technology degree from St. Peter's College of Engineering, Chennai, between 2012 and 2016. Gained foundational knowledge in engineering principles.
Tech stack
Software and tools used professionally
AWS Glue
Superset
Metabase
Google Cloud Platform
AWS Step Functions
GitHub
Kubernetes
GitHub Actions
Jupyter
Pandas
PySpark
MySQL
PostgreSQL
MongoDB
Couchbase
Cassandra
Gmail
Rollout
OpenCV
Terraform
Azure Resource Manager
Jira
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
Kubeflow
Streamlit
Kafka
FastAPI
Kibana
Linux
Windows
Windows 10
Azure Active Directory
Elasticsearch
Typesense
Serverless
pytest
Airflow
Storefronts
s3-lambda
Amazon Web Services (AWS)
SQL
Google Kubernetes Engine
XGBoost
Hugging Face
Availability
Location
Authorized to work in
Job categories
Skills
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