Prakersh Maheshwari Open to work

Prakersh Maheshwari

AI & Systems Engineer

QR Code for https://prakersh.in

AI and systems engineer with 6+ years building Linux-based systems, diagnostic tools, and developer infrastructure. At LTIMindtree/Microsoft, led C++ development for HwDiagLnx on Azure Linux - Azure's hardware diagnostics platform - driving NVIDIA and AMD GPU validation workflows (Hopper, Blackwell, MI300X), building ADAS (an LLM-powered log triage tool adopted in production team use), and using agentic AI workflows to accelerate diagnostics development. Earlier, at Coriolis Technologies, built high-availability enterprise-Linux solutions in C, Python, Go, and Redis, including custom Pacemaker resource agents, multi-node orchestration frameworks, and Terraform providers for policy-as-code compliance. Actively ship open-source developer tools including onWatch (AI API quota monitoring in Go, 580+ GitHub stars) and 4DPocket.

Email prakersh@live.com Phone +91 9993556000
Location Pune, India
Website prakersh.in
7+ Years Experience
18 Projects
8 Certificates

Experience

Specialist - Software Engineering

LTIMindtree - Microsoft

07/2024 — 04/26
Pune 1 yr 9 mo
  • Led the HwDiagLnx team at Microsoft, owning Azure's Linux hardware diagnostics platform and driving end-to-end integration and validation of Hopper H100, Blackwell (GB200), and AMD MI300X GPU SKUs under tight delivery timelines.
  • Built ADAS, an LLM-powered log triage tool that analyzes HwDiagLnx runtime logs against known failure patterns per GPU SKU to distinguish product faults from infrastructure/node issues and generate human-readable triage summaries; adopted by the team in production and reducing manual log analysis effort during diagnostics triage.
  • Integrated agentic AI workflows into the C++ diagnostics codebase with LLM-powered code generation and review automation, accelerating iteration on new platform bring-ups including GB200, Blackwell, and MI300.
  • Designed multi-stage Azure DevOps CI/CD pipelines for GB200 on Azure Linux 3, automating build, signing, and RPM packaging so production-grade artifacts ship on every commit.
  • Built a kernel module and RPM signing pipeline from scratch, standardizing the team's package signing workflow and enabling reliable cross-kernel deployment across Linux environments.
  • Automated Linux and Windows diagnostics deployment for NVIDIA/AMD GPU clusters using Bash, Python, and PowerShell integrated with Microsoft GDCO, reducing manual test-cycle effort and increasing team throughput.
  • Delivered full GPU field-diagnostics flows (fieldiag, IPMI, telemetry capture, in-band telemetry) across Hopper H100, A100, and Jasper chips, improving failure triage speed and strengthening real-time observability.
  • Shipped service-pack engineering improvements including fault-code control, binary patching, runtime log upload, and downgrade/disable logic, reducing ambiguity in diagnostics outcomes and accelerating issue resolution.
  • Owned cross-platform release management across HwDiagLnx and CSI Diagnostics (Linux and Windows), handling package validation, node recovery, and release PRs independently without escalation.

Member Technical Staff

Coriolis Technologies Pvt. Ltd.

06/2018 to 12/2020 — 12/2021 to 02/2024
Pune, India
  • Led Scrum team for Program Increments, facilitating sprint retrospectives, PI evaluations, and promoting a SAFe Agile culture.
  • Resolved all customer escalations related to install, upgrade, and inter-service dependency failures, ensuring reliable deployments in production.
  • Authored a Bash-based Pacemaker resource agent that plugs CipherTrust Transparent Encryption into Red Hat clusters, embedding custom health probes and fail-over logic to deliver zero-trust, five-nines availability.
  • Built a Python-based multi-node execution framework that leverages Redis pub/sub and KV storage to orchestrate tasks across multiple nodes; exposed APIs (run-command, file transfer, agent control) that QA now use to create testcases.
  • Automated critical workflows on Linux using Python and Bash scripts, embedding Observability instrumentation.
  • Built systemd and sysvinit services with proper dependency ordering, aligning with minimal client downtime
  • Authored CTE resources for the CipherTrust Terraform provider in Go—defining schemas and implementing full CRUD + state logic to enable policy-as-code compliance.
  • Enhanced existing C binaries based on evolving client requirements, leveraging low‑level optimizations in the C programming language.
  • Implemented an "upgrade‑on‑reboot" feature ensuring zero downtime and clean state post‑reboot.
  • Implemented features and integrations for high-availability enterprise-Linux products, applying cloud-native and containerization patterns.
  • Authored RPM/DEB packaging scripts in Bash/Python with cross-distro compatibility, embedding startup logic for systemd and SysVinit to ensure seamless service management across RHEL/Ubuntu environments.

Education

B.E. in Electrical Engineering

Jabalpur Engineering College

2014 — 2018
Jabalpur, India
  • Bachelor of Engineering degree in Electrical Engineering
  • Graduated with comprehensive knowledge in Software development and engineering principles

Skills

Platforms & Tools

Linux Networking RHEL/CentOS System Administration Agentic AI Development Ansible Azure DevOps Azure Linux 3 Claude 3.7/4 Sonnet GPT 4o, o3, o3 Mini GenAI PSSH Pacemaker Ubuntu MySQL

Technical Skills

Git Python Shell Scripting Systemd C/C++ Github Copilot Make REDIS REST API Terraform Golang PHP
Expert Advanced Intermediate Beginner

Projects

onWatch

Free, open-source AI API quota monitoring for developers. Track usage across Anthropic, Codex, GitHub Copilot, and more. Lightweight background daemon with Material Design 3 dashboard. Zero telemetry.

Go SQLite Material Design 3
github.com/onllm-dev/onWatch
581 32
GitHub

4DPocket

Self-hosted AI-powered personal knowledge base. Captures content from 17+ platforms with auto-tagging, LLM-generated summaries, and semantic search across a connected knowledge graph. Retrieval inspired by LightRAG and GraphRAG for multi-hop reasoning, with MCP integration for direct agent access.

Python MCP FastAPI GraphRAG LightRAG Vector Search
github.com/onllm-dev/4DPocket
49 16
GitHub

Memo.sbs

A comprehensive personal life management system with AI-powered memory, intelligent reminders, conversational AI chatbot, and WhatsApp integration. Track habits, mood, finances, and projects - all in one place

Python Flask MySQL OpenRouter AI WhatsApp API TailwindCSS
View Project

SBDash

AI-Powered Multi-POS Real-Time Analytics Dashboard providing business intelligence with multi-store comparisons, product analytics, and high-speed data processing using DuckDB OLAP engine.

Python Flask DuckDB OpenRouter AI Chart.js

KiteDash

Modern Portfolio Management Dashboard with real-time data visualization, interactive analytics, and AI-powered insights. Features glass morphism UI, multi-page navigation, and secure Kite API integration.

React TypeScript TailwindCSS Recharts Gemini AI

Monitor

A distributed command execution and monitoring system with master-agent architecture. Supports real-time system metrics collection, secure bidirectional file transfer, interactive remote shell, and automatic crash recovery.

C++ Redis Shell Systemd
View Project

CPTBot

A cryptocurrency trading bot supporting paper trading with margin handling and P&L tracking. Features multiple trading strategies including ITG Scalper and Nadarya, real-time Binance market data, and multi-symbol concurrent trading.

Python Binance API Threading

ClientAI

A comprehensive client management system for service-based businesses. Features dual portal system for admins and clients, task assignment with priorities, fee negotiation workflows, secure document sharing, and payment tracking.

PHP SQLite HTML5 CSS3

SBPos

A web-based Point of Sale system with inventory management, sales tracking, customer database, and multi-user support with role-based permissions.

PHP MySQL Bootstrap jQuery

LMS

Leave Management System for organizations to efficiently manage employee leave requests, approvals, and tracking.

Laravel PHP Blade MySQL

encr

A Shell-based wrapper over OpenSSL that provides an easy-to-use interface for file encryption and decryption with simple command line parameters.

Shell OpenSSL Bash
github.com/prakersh/encr
1 0
GitHub

Reader Writer Lock

A C-based implementation of a reader-writer lock for file sharing over NFS. Supports multiple concurrent readers with exclusive writer access.

C NFS POSIX
github.com/prakersh/reader-writer-lock
2 0
GitHub

ShortTouch

A Python utility that enables quick interactions with your system through customizable shortcuts and automation features.

Python Automation Utility
github.com/prakersh/shorttouch
1 0
GitHub

Portfolio Website

A responsive PHP portfolio/resume website with print functionality. Features modern design with Bootstrap and comprehensive resume sections.

CSS PHP Bootstrap
github.com/prakersh/prakersh.in
0 1
GitHub

Python Progress Bar

An implementation example of progress bars in Python for providing visual feedback to users during long-running operations.

Python CLI Utility
github.com/prakersh/progressbar-python
0 0
GitHub

SBDA

An automated data analysis agent for Point of Sale systems. Connects to MySQL databases, processes sales transaction data, and uses Gemini AI to generate comprehensive business intelligence reports with actionable insights on purchase patterns, inventory optimization, and customer behavior.

Python Gemini AI MySQL Pandas NumPy

Bizarc

A Business Card Scanner PWA with AI-powered message generation. Features OCR scanning in 80+ languages, QR code scanning, contact management with folders and tags, multi-device sync, and digital business card generation.

Python FastAPI React TypeScript TailwindCSS EasyOCR
View Project

CodexMultiAuth

Switch Codex accounts quickly when limits hit. Encrypted credential storage, atomic account activation with rollback, and confidence-tiered usage reporting.

Golang Codex AI Encryption
github.com/prakersh/codexmultiauth
12 1
GitHub

Achievements

Indian Association of Physics Teachers (2013 - 2014)

Certificate of Merit for being in national top 1% in national standard examination in physics

2014

International Mathematics Olympiad (2013)

International Rank: 8, State Rank: 2

2013

National Science Olympiad (2013)

International Rank: 9, State Rank: 3

2013

Fundamentals of Azure DevOps

Implemented Azure DevOps services (Boards, Repos, Pipelines, Artifacts, Test Plans, Wiki) for E2E CI/CD and IaC workflows.

LTIMindtree Shoshin School 2025-03-03

Gen AI Unveiled: A Journey into the Future of Intelligence

Mastered generative AI concepts, LLMs, neural networks, real-world applications, deployment, and ethical frameworks.

IIHT Techademy 2024-08-30

Information Security & Data Privacy

Studied key practices to secure software, protect user data, and ensure compliance with privacy and security standards.

LTIMindtree Shoshin School 2024-08-05

Data Structures

An online non-credit course authorized by UC San Diego and National Research University Higher School of Economics offered through Coursera.

University of California, San Diego 2019-01-09
View Certificate

Algorithmic Toolbox

An online non-credit course authorized by University of California San Diego offered through Coursera covering algorithm design and analysis.

University of California, San Diego 2018-11-15
View Certificate

Python Data Science Toolbox

Statement of Accomplishment by DataCamp covering advanced Python techniques for data science applications.

DataCamp 2017-03-04
View Certificate

Intermediate Python for Data Science

Statement of Accomplishment by DataCamp covering intermediate Python programming concepts for data science.

DataCamp 2017-02-25
View Certificate

DAT208x: Introduction to Python for Data Science

An online learning initiative of Microsoft Corporation through edX introducing Python for data science applications.

Microsoft Corporation 2017-02-13
View Certificate