Avinash Clinton Lobo

About Avinash Clinton Lobo

I’m working as a Senior ML Engineer at TCS with around 8 years of experience in analytics, machine learning and data engineering systems. I recently completed my MTech in Data Science & Engineering from BITS Pilani (WILP), further strengthening my expertise in building scalable, data-driven solutions.My work spans end-to-end ML model development, training, and deployment, along with designing high-performance REST APIs and real-time/batch data pipelines for production-grade ML systems.My core skillset include- Python- Machine Learning / Deep Learning / NLP / Generative AI- Apache Spark- AWS (EC2, EMR, S3, ElastiCache, MWAA, Glue, Athena, ECS, EKS, Lambda and Cloud Formation)- Docker- Kubernetes- Airflow- MLflow- SQL- NoSQLI also have working knowledge in Java, Scala, Redis, MongoDB, Redshift, Snowflake, Kafka, Terraform and Shell Scripting.I’m passionate about building robust data infrastructure and delivering solutions that scale with impact.

Experience

1. Senior Product Engineer

   Tata Consultancy Services

   Nov 2022 — Present

   Designed and deployed an end-to-end batch pipeline for a GenAI-based enrichment classifier, enabling accurate enrichment of transaction data where traditional ML and deep learning methods fell short.Spearheaded the transition from monolithic ML architectures to microservices, designing and developing scalable ML-based solutions that improved maintainability and system resilience.Fully automated the ML lifecycle — from feedback ingestion to training, validation, and deployment using MLflow, eliminating manual intervention and accelerating deployment cycles.Contributed to organization-wide architectural initiatives, identifying optimization opportunities and re-designing components to support real-time and streaming capabilities.

Education

• Alva's College, Moodabidri, Karnataka

  Bachelor’s Degree, B.Sc

  2011 — 2014

• BITS Pilani Work Integrated Learning Programmes

  MTech, Data Science & Engineering

  2022 — 2024

• St.Joseph Engineering College,Vamanjoor

  Master’s Degree, MCA

  2014 — 2017

• Jain Junior College, Moodbidri

  PUC, PCMB

  2009 — 2011

Skills

• Python
• Apache Spark
• Shell Scripting
• Node.js
• Mysql
• C++
• C#
• Php
• Cascading Style Sheets (Css)
• Html5
• Javascript
• C