Human–AI Collaboration in Knowledge Work
A research paper on treating AI as a genuine collaborator — not just a tool — in knowledge work, and what that shift means for trust, oversight, and control. (Co-authored.)
IT Audit · Risk · Compliance • ServiceNow • Applied AI
I'm Pooja Singh — an IT audit & GRC professional who also builds on ServiceNow and works hands-on with AI. I help organizations see their risks clearly, design the controls that matter, and adopt technology — including AI — responsibly and efficiently.
About
I'm pursuing my Master of Science in Management Information Systems (STEM-designated) at the University at Buffalo, with coursework aligned to CISA, CRISC, Generative AI, and Six Sigma. My work sits at the intersection of three disciplines that rarely live in one person.
On the governance side, I run the full risk lifecycle, design and test IT general controls, and report to management and boards. On the build side, I develop on ServiceNow — from business rules to scoped applications and Performance Analytics dashboards. And on the frontier, I engineer prompts, tune LLMs, and assess AI risk from an auditor's perspective.
That combination is what lets me connect strategy, controls, and working software.
Meet me in person and I'm the one laughing loudest and teasing my friends — greeting people like no time has passed, even after years apart. I'm not one for constant texting; I'd rather be fully present than perform online. Above all, I'm a hands-on mom to two boys, running our home largely on my own — and I do it alongside a demanding STEM master's and a job search, with the door always open for friends and a home-cooked feast.
I've also learned what I'm made of the hard way — a serious health scare, my husband's fight with cancer, and rebuilding my life from scratch after moving from India to the U.S. while raising a newborn and mastering an entirely new field. Those seasons didn't break me; they left me steadier and more grateful. It's why I show up for people in their hardest moments — I know how much even a little care can carry you.
Away from the screen, I'm happiest making something with my hands — tending my flowers and succulents, cooking and experimenting until a dish is just right, and losing myself in watercolor, pencil shading, and henna art. I lean proudly into the girly things, too: my own hairstyling, makeup, and nail art — I even do my own waxing and eyebrows, I'm endlessly curious about skincare, and quietly proud of how much I can do myself. My favorite “hobby” lately, though, is simply giving the task in front of me 100% focus — right now that's my CISA prep, worked through domain by domain. Somewhere along the way I started seeing governance in everything: labeling my pantry, running the household “inventory,” even scheduling when I water the plants.
Family is my anchor. I come from humble beginnings, and that's given me a deep gratitude for every opportunity and everything new I get to learn. I try to live by a simple compass — gratitude, integrity, self-respect, and respect for anyone working hard to build a life of their own — and when things get tough, patience, perseverance, determination, and faith keep me grounded and hopeful. My greatest joy is watching my two boys learn something new each day, and seeing the best of my husband and me reflected in them.
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Governance, Risk & Compliance
Platform Development
ServiceNow Certified, with a focus on IRM / GRC. Currently an R&D Framework Intern at Inmorphis Inc., building proofs-of-concept and process-optimization research for a ServiceNow IRM & GRC engagement.
Applied Artificial Intelligence
I build with LLMs and evaluate them the way an auditor would — testing not just for output quality, but for bias, cultural fit, and hallucination.
Selected Work
A focused selection of my strongest, most relevant work across GRC & audit, applied AI, and product & process. Where the work is my own, the full PDF is linked; case studies built on copyrighted scenarios are shown as short summaries in my own words.
A research paper on treating AI as a genuine collaborator — not just a tool — in knowledge work, and what that shift means for trust, oversight, and control. (Co-authored.)
An academic analysis of ChatGPT and generative-AI tools through an IT auditor's lens — evidence, governance, and the controls an organization needs before it relies on AI output.
Ran the full IT-risk lifecycle for a mid-sized bank: mapping a two-zone network, identifying and assessing risks against a risk matrix, recommending controls and mitigation, and defining KRIs/KPIs for ongoing monitoring and board reporting.
Research into how organizations adopt IT-risk frameworks and ITGCs to manage technology-specific risk — comparing frameworks and the trade-offs behind choosing and operationalizing them.
An AI product concierge built as a Streamlit web app — combining Retrieval-Augmented Generation (RAG), ChromaDB, a local Ollama LLM, and a ReAct agent to help customers compare smart-home products and understand policies.
A hands-on lab series building up the modern AI stack — from running local LLMs (Ollama, Open WebUI) to a Python RAG pipeline, and finally an agentic AI app with a ReAct agent and a web front-end.
A full startup business plan and pitch for an AI travel-planner that builds personalized, budget-friendly trips in minutes — value proposition, market, model, and go-to-market. (Co-authored.)
A DMAIC Six Sigma project improving a support process end-to-end — defining scope and stakeholders, measuring and analyzing root causes, then implementing and controlling improvements. (Team final project.)
Get in touch
Open to full-time opportunities in IT Audit & GRC, ServiceNow / IRM, and applied AI. The fastest way to reach me is email or LinkedIn.