NAVANEETH KRISHNA S

AI Researcher

Bengaluru, Karnataka, India3 yrs 5 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in optimizing LLM inference and software performance.
  • Led impactful AI projects in healthcare and environmental sectors.
  • Strong background in deep learning and data engineering.
Stackforce AI infers this person is a skilled AI Engineer specializing in LLM optimization and software performance in the tech industry.

Contact

LinkedIn

Skills

Core Skills

Llm Optimization & Inference

Other Skills

C++PyTorchpythonLarge Language Models (LLM)OptimizationGitLinuxComputer VisionMachine LearningArtificial Intelligence (AI)C#SharePoint DesignerRaspberry PiMicrosoft Power AppsMicrosoft Power Automate

About

I’m a passionate and detail-oriented AI Engineer at AMD, with a strong background in optimizing Large Language Model (LLM) inference and software performance. My journey began with a Bachelor’s in Electronics and Communication Engineering, followed by a Master’s in Artificial Intelligence at Amrita Vishwa Vidyapeetham — where I’ve honed my skills in deep learning, model optimization, and cutting-edge AI development. At AMD, I’ve contributed to building high-performance inference libraries for LLMs, integrating mechanisms like DeepSeek-v3 attention, optimizing MLP layers using LIBXSMM, and reducing memory overhead through efficient KVCache management. Previously at TCS, I worked as a BI Developer, gaining hands-on experience in data engineering, ETL pipelines, and automation. I’m deeply interested in developing scalable AI systems that bridge research and real-world applications — especially in areas like LLMs, computer vision, and model efficiency. Outside of work, I’ve led impactful projects like cancer cell detection using Mask R-CNN and forest fire detection with drone-based deep learning. ⚙️ Core Skills: • LLM Optimization & Inference (DeepSeek-v3, KVCache, LIBXSMM) • Python, PyTorch, C++, SQL • Deep Learning, Machine Learning • Data Engineering (Azure, PowerBI, ETL) • AI for Social Good (Healthcare, Environment)

Experience

3 yrs 5 mos
Total Experience
11 mos
Average Tenure
7 mos
Current Experience

Amd

AI Engineer

Oct 2025 – Present · 7 mos · Bengaluru, Karnataka, India · On-site

C++PyTorchLLM Optimization & Inference

Ciel hr

AI Software Engineer

Jul 2025 – Oct 2025 · 3 mos · Bengaluru, Karnataka, India · On-site

Amd

AI Engineer

Sep 2024 – Jun 2025 · 9 mos · Bengaluru, Karnataka, India · On-site

  • Contributing to the development of a high-performance LLM inference library built on PyTorch, focused on optimizing large-scale transformer model execution.
  • Integrated DeepSeek-v3 attention mechanism into the inference pipeline to closely simulate real-world behavior of large models during both context and decode phases.
  • Developed LIBXSMM-optimized MLP kernels, achieving up to 30% performance boost across diverse LLM workloads.
  • Engineered a custom KVCache management system, significantly reducing memory overhead and boosting inference speed for large batch sizes.
  • Designed and implemented a clang-based Python parser to support an AI-driven test case generation tool, enhancing automated validation workflows and test coverage.
pythonC++LLM Optimization & Inference

Tata consultancy services

2 roles

System Engineer

Jul 2021 – Sep 2023 · 2 yrs 2 mos

  • 🔹 Designed and maintained end-to-end Azure-based ETL pipelines, enabling efficient data flow and transformation for a major electronic manufacturing client.
  • 🔹 Developed interactive Power BI dashboards to visualize key sales and operational metrics, significantly improving business decision-making.
  • 🔹 Managed and optimized on-premise SQL databases, focusing on HR analytics and business insights.
  • 🔹 Automated repetitive business workflows using Power Automate Desktop (RPA), streamlining internal processes and saving time for a UK-based utility client.
  • 🔹 Collaborated with cross-functional teams to ensure timely delivery and performance of data systems aligned with client needs.

Assistant System Engineer

May 2021 – Jun 2021 · 1 mo

Government of kerala

Project Intern

Dec 2020 – May 2021 · 5 mos · Wayanad, Kerala, India

Education

Amrita Vishwa Vidyapeetham

Postgraduate Degree — Artificial Intelligence

Aug 2023 – Jun 2025

Amrita Vishwa Vidyapeetham

Bachelor of Technology - BTech — Electronics and Communications Engineering

Jul 2017 – Jul 2021

zamorin's HSS

Higher secondary Education

Jul 2015 – May 2017

vedavyasa vidyalayam calicut

High School Education

Jun 2005 – May 2015