Gowtham Balachandhiran

About Gowtham Balachandhiran

With over three years at Tiger Analytics, I lead the Model Health Monitoring team…

Experience

1. Manager Analytics

   Tiger Analytics

   Feb 2022 — Present

   As the Head of Model Health Monitoring, I lead a talented team dedicated to ensuring the reliability and performance of AI/ML systems. Our flagship achievement is the development of a robust, in-house observability platform that competes with the best commercial solutions on the market. This platform is the backbone of our efforts to maintain, monitor, and optimize AI models in real-time, ensuring they deliver consistent value to the business.Key Capabilities of Our Platform:Data Drift Monitoring: Continuously tracks changes in data distributions to ensure models remain accurate and relevant.Data Quality Assurance: Monitors and validates input data integrity to minimize errors and inconsistencies.Model Performance Tracking: Evaluates key metrics like accuracy, precision, recall, and latency to maintain peak performance.Engagement Performance Analysis: Measures user interactions to align AI outcomes with business objectives and customer expectations.Auto-Retrain Framework: Automates the retraining process, enabling models to adapt seamlessly to evolving data patterns.What sets our platform apart is its amalgamation of advanced analytics and MLOps principles, allowing us to deliver a scalable, reliable solution tailored to business needs. By ensuring trust, transparency, and continuous alignment between models and organizational goals, we enable AI systems to stay ahead of the curve.This journey is a testament to the power of collaboration, innovation, and relentless focus on excellence in AI observability.

Education

• AV Meiyappan.Mat.Hr.Sec.School

  Bachelor of Technology (B.Tech.), Information Technology

  1992 — 2008

• Panimalar Institute Of Technology

  B.Tech, Information Technology

  2008 — 2012

• Woolf

  Master of Science in Computer Science: Artificial Intelligence and Machine Learning, Artificial Intelligence

Skills

• Networking
• Desktop Computers
• Opencv
• Tensorflow
• Natural Language Processing
• Information Systems
• Nltk
• Text Mining
• Hadoop
• Chatbot
• Apache Sqoop
• Artificial Neural Networks
• Skit-Learning
• System Deployment
• Keras
• Apache Hive
• Software
• Recommender Systems
• Apache Kafka
• Tableau
• Hardware
• Apache Spark
• Skit-Learn
• Machine Learning
• R
• Network Communications
• Cisco Routers
• Software Installation
• Image Classification
• Python
• Networks
• Data Analysis
• AI
• Text Analytics
• Business
• Remote Access
• Sentiment Analysis
• Apache Oozie
• Performance Tuning
• Apache Pig