OD
Om Dhede
Available for IT Developer Consultant roles
Hello, I'm

Om Dhede.

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Enterprise IT Risk  ·  AI-Powered Automation  ·  Technology Consulting

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Enterprise IT Auditor. AI Builder.

I'm an IT Risk & Technology Consulting Analyst at BSR & Co. LLP (KPMG India), where I execute SOX-compliant ITGC, ITAC, and IPE testing across 14+ enterprise client engagements in BFSI, Manufacturing, and IT/SaaS.

What makes my profile rare: I don't just understand the controls — I build the AI tools to automate them. From FastAPI audit evidence analyzers to RAG pipelines over COBIT 2019 documents, my engineering work is grounded in real enterprise audit practice.

B.Tech in AI & Data Science from VIIT Pune (CGPA: 8.5/10). CISA in progress. AWS Cloud Practitioner certified. Previously a Machine Learning Intern at IBM.

KPMG AnalystAWS CertifiedCISA (In Progress)B.Tech AI & DS
14+Enterprise Clients
16+Months Consulting
100+Controls / Engagement
4AI Tools Shipped
Based inPune, MaharashtraIndia · Open to remote & hybrid

Where I've worked

Analyst — IT Risk & Technology Consulting

Current

BSR & Co. LLP (KPMG India)

Jul 2025 – Present
Pune, MH
Full-Time · Promoted
  • Executed end-to-end SOX-compliant ITGC, ITAC, and IPE testing across 14+ enterprise client engagements in BFSI, Manufacturing, and IT/SaaS
  • Evaluated access management, change management, and SoD controls across SAP S/4HANA, SAP ECC, and Microsoft D365 — 100+ controls per engagement cycle
  • Developed Python scripts to automate evidence validation workflows, reducing manual testing effort by ~30%
  • Collaborated with C-suite stakeholders to deliver structured remediation roadmaps aligned to SOX and regulatory compliance standards
SOXITGCITACSAP S/4HANAPythonIT Risk

Academic Intern — IT Risk & Technology Consulting

BSR & Co. LLP (KPMG India)

Jan 2025 – Jul 2025
Pune, MH
Internship
  • Supported ITGC/ITAC testing through documentation review, evidence collection, and supervised control walkthroughs
  • Worked across multiple client engagements using SAP, SQL, and Advanced Excel
  • Converted to full-time Analyst within 6 months based on performance
ITGCITACSAPSQLEvidence Collection

Machine Learning Intern

IBM

Jun 2023 – Jul 2023
Pune, MH
Internship
  • Designed and deployed a Python/Scikit-learn ML model achieving 97% classification accuracy for anomaly and risk detection
  • Packaged model as a reusable inference pipeline across structured enterprise datasets
  • Presented actionable model insights to 100+ stakeholders, translating ML outputs into business-relevant findings
PythonScikit-learnMLAnomaly DetectionInference Pipeline

What I've built

8 projects
★ FeaturedAI · Audit Automation
2026

Audit Evidence Analyzer API

A production-grade REST API that ingests structured audit evidence datasets, executes automated statistical exception analysis, and returns risk-flagged records as structured JSON — reducing manual evidence review effort by ~60%.

~60%Review Effort Reduced
<300msResponse Time
Auto Swagger UIDocs
PythonFastAPIPandasPydantic+1
GitHubPrivate / WIP
★ FeaturedGenAI · Compliance
2026

SOX Compliance AI Assistant

A GenAI-powered conversational assistant answering SOX, ITGC, and audit framework queries with persistent multi-turn memory — enabling faster compliance readiness assessments and client onboarding support.

<2sResponse Time
Multi-turnMemory
Streamlit CloudDeployment
PythonStreamlitLangChainOpenAI API
GitHubPrivate / WIP
★ FeaturedRAG · Vector Search
2026

Audit Policy Q&A System

A RAG pipeline ingesting COBIT 2019 and CISA policy documents into a ChromaDB vector store, enabling semantic search and AI-driven policy Q&A with contextually grounded, source-cited responses in under 5 seconds.

<5sRetrieval Speed
Every responseSource Citations
COBIT + CISADocs Indexed
PythonLangChainChromaDBOpenAI Embeddings+1
GitHubPrivate / WIP
Full-Stack · Security
2024

P2P Secure Messaging

Secure real-time messaging platform with OAuth 2.0 authentication; system architecture designed to mitigate data breach and unauthorised access risks — applying access management principles from IT audit practice. Automated deployment pipelines reduced operational errors by 50%.

−50%Deploy Errors
OAuth 2.0Auth Protocol
Vercel + RedisInfra
TypeScriptNext.js 14OAuth 2.0Redis+1
GitHubPrivate / WIP
Full-Stack · E-Commerce
2024

Digital Hippo

A full-stack e-commerce website to sell digital goods with one-time payment flows, built with Next.js 14, tRPC for type-safe APIs, and Payload CMS for content management.

tRPCAPI Type Safety
PayloadCMS
Next.js 14Framework
Next.js 14tRPCPayload CMSTailwind CSS
GitHubPrivate / WIP
Full-Stack · Real-time
2023

Discord Clone

A fully responsive Discord-inspired platform enabling gamers to create game rooms and servers with real-time messaging via Socket.io, Prisma ORM, and MySQL persistence.

Real-timeMessaging
PrismaORM
MySQLDB
Next.jsSocket.ioPrismaMySQL+1
GitHubPrivate / WIP
Full-Stack · Social
2023

INNOVATE 3D

A social media website aimed at 3D model creators, featuring Firebase authentication, model showcasing, and community features built with React.js and JavaScript.

FirebaseAuth
3D CreatorsTarget Users
React.jsFramework
React.jsFirebaseJavaScriptBlender+1
GitHubPrivate / WIP
ML · Data Science
2023

AI Mental Fitness Tracker

A machine learning system designed for mental fitness assessment, built during IBM SkillBuild using Python and Scikit-learn with Kaggle datasets for training and evaluation.

Scikit-learnFramework
IBM SkillBuildPlatform
Kaggle DatasetData
PythonScikit-learnJupyter NotebookKaggle
GitHubPrivate / WIP

Technical expertise

Audit & Compliance

SOXITGCITACIPECOBIT 2019Access ManagementChange ManagementSoDRisk AssessmentSAP S/4HANASAP ECCMicrosoft D365

AI & Machine Learning

PythonScikit-learnPandasNumPyML FundamentalsSupervised LearningClassification ModelsAnomaly DetectionPydanticjoblib

Generative AI & LLMs

LangChainOpenAI APIPrompt EngineeringAgentic AI SystemsConversational AINLULLM OrchestrationStreamlit

RAG & Vector Search

RAG PipelinesChromaDBOpenAI EmbeddingsSemantic SearchDocument IngestionVector Stores

MLOps & DevOps

DockerGitHub Actions CI/CDRenderAWS LambdaModel VersioningHealth-check Endpointspytestflake8

Cloud & Data

AWS Cloud PractitionerGCP (BigQuery, Vertex AI)AzureSnowflakePower BIAdvanced ExcelSQL

Full-Stack & APIs

TypeScriptNext.js 14ReactFastAPIRedisOAuth 2.0REST APIsVercelGit

Credentials & Learning

CISA — Certified Information Systems Auditor
ISACA·In Progress · Q3 2026
COBIT 2019 Foundation
ISACA·In Progress · Q2 2026
McKinsey Forward Program — Digital Learning
McKinsey & Company·Ongoing · 2026
AWS Cloud Practitioner
Amazon Web Services·2024
IBM DevOps & Software Engineering
IBM / Coursera·2024
JP Morgan Excel & Software Engineering Simulation
Forage·2024

AI tools for Audit & Compliance

In development

Ideas and tools I'm building at the intersection of enterprise IT risk and generative AI.

Planned

Enterprise Agentic Audit Bot

Multi-agent AI system that autonomously executes ITGC walkthroughs, collects evidence, flags exceptions, and drafts remediation findings.

Agentic AILangChainFastAPIMulti-agent
In Development

AI-Powered SoD Conflict Detector

ML classifier trained on SAP role matrices to automatically detect Segregation of Duties violations across enterprise access populations.

ML ClassificationSAPRisk AutomationPython
In Development

Control Testing Automation Framework

Generalized Python framework to automate evidence extraction, validation, and exception reporting for SOX ITGC/ITAC testing cycles.

PythonPandasFastAPISOX Automation
Planned

RAG Audit Workpaper Generator

RAG system that reads prior-year workpapers and auto-generates structured current-year audit templates with risk context and control mappings.

RAGChromaDBOpenAIDocument Generation
Planned

AI Risk Assessment Copilot

LLM-powered copilot that assists risk managers in drafting IT risk assessments, mapping controls to COBIT, and identifying framework gaps.

GenAICOBITRisk ManagementLLM
Planned

MLOps Pipeline for Audit Analytics

End-to-end MLOps infrastructure: model training, versioning, deployment to AWS Lambda, and monitoring for audit anomaly detection models.

MLOpsAWS LambdaDockerModel Monitoring

Let's talk audit, AI,
or both.

I'm open to IT Developer Consultant, AI Automation, and Risk Technology roles. Whether it's enterprise consulting, AI tooling, or full-stack development — reach out.

omdhede@gmail.com
Pune, Maharashtra, India
Available for new opportunities