Hey 👋, I'm

Tejus Vijayakumar

I am into training deep neural nets on large datasets

A multidisciplinary engineer with over 3 years of experience at the largest bank in India, developed more than 15 payload-encrypted APIs, handling around 1 million requests daily. I also have hands-on experience in developing deep learning models from scratch, including a 60 million parameter Transformer Model trained on a single Nvidia A100 GPU with 40GB memory for code summary generation, DQN for reinforcement learning and ResNet for image processing. Additionally, I have worked with LLMs like LLAMA-2 and Mistral AI by quantizing weights and using Parameter Efficient Fine-tuning methods.

Graduated MSc Artificial Intelligence & Machine Learning from University of Limerick, Ireland.

see my resume

Work Experience & Education

Machine Learning Engineer @Tech Mahindra

July 2018 - May 2021

  • Developed and implemented multiple ML models to analyse lead data for customer segmentation.
  • Created detailed dashboards to monitor service requests and analyse lead data, including projections for performance improvements.
  • Achieved 80% reduction in deployment time through automation in Python and shell scripting.
  • Attained 60% reduction in database size and costs by implementing IIB application for log purging based on date range.
  • Expertise in API development in IBM Integration Bus using ESQL and Java in an agile environment.
  • Developed 15+ encrypted APIs performing data transformations, orchestrations, and aggregation.
  • Experience in implementing symmetric and asymmetric encryption methods like AES-256, RSA etc.

Projects