Hi, I'm

Kesavan R

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Post-Silicon Validation · RAS/TDX Firmware · x86 · BIOS/UEFI · Virtualization

Silicon validation engineer at Intel building AI-driven test automation (Python, LangChain) for post-silicon validation and RAS/TDX firmware — with a background spanning AI/ML and cloud, and independent projects in autonomous trading systems and dev tooling.

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Years Experience
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Test Cases Automated
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Technologies

About Me

Background & Focus

I'm a Platform Validation Engineer at Intel, working across pre-silicon and post-silicon validation for x86 Xeon server platforms. My current focus is building AI-driven test automation (Python, LangChain) for silicon validation, and owning RAS/TDX firmware update architecture designed to avoid costly fleet reboots for cloud service providers.

I was originally trained in AI/ML and cloud infrastructure (AWS, Azure), and I bring that automation mindset into hardware and firmware validation — from Python-based test frameworks and Simics-driven pre-silicon environments to log analysis tooling that speeds up debug.

Outside of validation work, I build independent projects exploring LLM/RL-driven systems and developer tooling.

Bangalore, India
Download Resume

When I'm not coding

  • Playing chess
  • Playing piano

What I Work With

Skills & Technologies

Post-Silicon Validation
Pre-Silicon Validation (Simics)
Firmware Validation
Embedded Systems (STM32 / Nucleo)
JTAG / ITP
FPGA / CPLD
BIOS / UEFI / SMM
Microcode & Firmware Patches
BMC / IPMI
PCIe / I2C / SPI
Bare Metal Testing
Windows / Linux / ESXi
Python Test Automation
PyTest
AI-Driven Test Automation
LLM / Agent Workflows
TensorFlow
PyTorch
Machine Learning
Selenium
C
AWS
Microsoft Azure
Docker
Kubernetes
Prometheus / Grafana
Jenkins
AWS Lambda
Containers
Git / GitHub
Jira / HSDES
Qemu
PythonSV / CScripts
CMake / Make
WinSCP / VNC / PuTTY
SocWatch / PTU / PTAT
Dediprog / Quartus Prime

Career Path

Experience

Platform Validation Engineer

Jun 2024 — Ongoing

Intel Corporation

  • Building AI-driven automation for silicon validation and owning the SoC firmware update architecture that avoids costly (~$100M/year) fleet reboots for cloud service providers.
  • Own the TDX domain — responsible for TD and VM-preserving updates, power-on activities, and validation across all project phases.
  • Contributed to two generations of Python-based automation frameworks for Xeon processors, improving test coverage and execution efficiency across multiple domains.
  • Led Simics-based pre-silicon automation, reducing validation and debugging effort by up to 90%.
  • Built tooling for automatic failure analysis and initial log review/isolation, plus monitoring and visualization dashboards.
  • Led systems bring-up activities, configuring BKCs for SUT, BMC, CPLD, and SPI Flash devices; performed root cause analysis on critical issues.

Platform Validation Engineer Intern

Aug 2023 — May 2024

Intel Corporation

  • Created and automated test content across Boot, Accelerator, Security, and Virtualization domains for Intel Xeon Dense post-silicon validation — contributed 80+ test cases toward a 1,000+ milestone before Alpha release.
  • Led repository migration from Idaville to Granite Rapids Dense, reducing effort by 30% and increasing new-testcase productivity.
  • Reviewed 200+ code and pull requests from co-developers, collaborating with cross-functional teams to elevate code quality.
  • Introduced a generic utility class for in-band/out-of-band testing, achieving zero manual intervention with high reliability in automated runs.

Machine Learning Intern

Sep 2021 — Nov 2021

Madras Scientific Research Foundation

  • Implemented machine learning and deep learning algorithms for data analysis and pattern identification.

Artificial Neural Network Intern

Sep 2021 — Dec 2021

ABCOM Information Systems Pvt. Ltd.

  • Worked on clustering algorithms and assisted in writing a technical book on applied neural networks.

Independent Work

Featured Projects

Autonomous AI Trading Bot (NSE/BSE)

An LLM/RL-driven algorithmic trading agent covering intraday, swing, and long-term equity strategies, plus a separate F&O sleeve. Includes a built-in stock screener, pre-market and news-sentiment analysis, multi-channel notifications (WhatsApp/Telegram/email), and a validation framework for the underlying ML predictions — built entirely on free/open-source data sources.

Python LLM Agents Reinforcement Learning Market Data

Job Application Tracker

A background tool that ingests a company name and Workday application link from a config file and automatically tracks and updates application status, removing the need for manual status checks across dozens of job portals.

Python Automation Web Scraping

University Work

Academic Projects

Academics

Education

Integrated M.Tech, Computer Science

2019 — 2024

VIT Bhopal University · Sehore, Madhya Pradesh

Specialization in AI & Machine Learning · CGPA 8.72/10

12th / Intermediate

2018 — 2019

Karaikudi Maharishi Vidya Mandir Matric Hr. Sec. School

Mathematics & Computer Science

10th / Secondary

2016 — 2017

St. Sebastiar Matric School

Mathematics

Communication

Languages

English Professional working
Tamil Native / bilingual
Hindi Limited working

Credentials

Certifications

Beyond the Classroom

Extra-Curricular & Achievements

Responsibilities

  • Core Member & Stall Head, HarvFest (University Cultural Festival)
  • Member, Bit by Bit Club

Activities

  • AI community challenges on Kaggle
  • AI community challenges on Dockship
  • Hacktoberfest contributor

Get In Touch

Contact