Summary
Overview
Work History
Education
Skills
Academic Projects
Declaration
Timeline
Generic

Vamsi Prasanth Sanagana

Bhimavaram

Summary

Innovative AI/ML Engineer with significant experience in designing, implementing, and deploying machine learning models and artificial intelligence systems. Strengths include understanding complex algorithms, programming languages like Python, data analytics, deep learning techniques, and problem-solving skills.

Overview

2
2
years of professional experience

Work History

Senior AI/ML Engineer

Tata Elxsi
Bengaluru
05.2023 - Current
  • Developed a RAG-based architecture utilizing locally hosted Llama 3.1 for efficient retrieval of relevant data, optimizing performance and accuracy.
  • Applied quantized LLM models to reduce computational resource requirements while maintaining model accuracy and efficiency.
  • Implemented NLP techniques for spell check and auto-correction to improve data quality and user experience.
  • Leveraged Sentence Transformers (SBERT) for various use cases, enhancing semantic understanding and improving model accuracy in diverse NLP tasks.

Education

Master of Technology - Computer Science And Data Analytics

National Institute of Technology, Andhra Pradesh
Tadepalligudem
05-2023

Bachelor of Technology - Computer Science

JNTU Vizianagaram
05-2019

Skills

  • Gen AI
  • Deep learning
  • Python programming
  • Information retrieval
  • Data analytics
  • Data visualization

Academic Projects

Video Anomaly Detection : built and implemented a novel methodology to detect anomalous parts of a video using dynamic temporal graphs which were built based on the object detection results through yolo v5 model and a custom yolo model to detect guns. Used a pre-trained state of the art 3D CNN model to extract features from input videos.

Deep Forgery Detection : did a major project on offline signature validation where I trained a CNN to identify whether a given signature(out of trained data) is genuine/forged.

Declaration

I,hereby declare that information provided by me is true to the best of my knowledge.

Timeline

Senior AI/ML Engineer

Tata Elxsi
05.2023 - Current

Master of Technology - Computer Science And Data Analytics

National Institute of Technology, Andhra Pradesh

Bachelor of Technology - Computer Science

JNTU Vizianagaram
Vamsi Prasanth Sanagana