Gandhi Bashyam

Technical Lead

Sutherland Global Services Pvt Ltd

Bangalore

05.2019 - Current

Led cross-functional teams in designing and implementing scalable automated test frameworks for web and API applications.
Delivered 60% effort savings in regression testing through intelligent Functionize orchestration.
Have developed easily maintainable, future-proof Test scripts that ensure robust validations across multiple environments.
Championed reusability across 1400+ test cases spanning QA, UAT, and PROD environments.
Conducted applied ML research: classification, clustering, PCA, time series, and model tuning using TensorFlow, and Scikit-Learn.
Designed data acquisition and visualization pipelines using Python, Pandas, Seaborn, and PowerBI.
Applied ML algorithms: Linear/Logistic Regression, SVM, K-Means, XGBoost, and PCA.
Developed deep learning models (CNNs, RNNs, LSTMs) using TensorFlow and PyTorch for image and text classification.
Fine-tuned transformer-based models (BERT, GPT) for domain-specific NLP tasks like summarization, Q&A.
Integrated LLMs with LangChain, ChromaDB, and OpenAI APIs to build intelligent chatbots and GenAI solutions.
Conducted performance evaluation using precision/recall, F1 score, ROC-AUC, and cross-validation.
Deployed ML models using MLflow pipelines and optimized hyperparameters using GridSearchCV.
Managed MLOps lifecycle with Airflow/MLflow and Weights & Biases for experiment tracking.
Automated infrastructure setup, deployment pipelines, and monitoring solutions using AWS and DevOps tools.
Managed MLOps lifecycle with Airflow/MLflow and Weights & Biases for experiment tracking.
Automated infrastructure setup, deployment pipelines, and monitoring solutions using AWS and DevOps tools.
Contributed to hybrid ML-dev pipelines integrating Jenkins and containerized Python-based ML apps.