Monisha Ahuja

About Monisha Ahuja

I am an AI / GenAI Lead with over 8 years of experience designing and delivering enterprise-scale AI and Generative AI solutions across finance and other industries.My work sits at the intersection of advanced analytics, AI architecture, and business strategy. I help organizations move beyond experimentation by translating complex business problems into deployable AI systems — from predictive modeling and time-series forecasting to RAG-based and LLM-powered applications.I have led end-to-end AI programs, covering solution design, model strategy, production planning, and stakeholder alignment. Several of these initiatives have progressed from proof-of-concept to commercial deployment, driving measurable improvements in efficiency, decision-making, and revenue outcomes.My core strength lies in combining strong modeling foundations with practical system design. I focus on building scalable, compliant, and enterprise-ready AI solutions — not just prototypes.I work closely with senior stakeholders, engineering teams, and cross-functional partners to ensure that AI initiatives are technically sound, commercially viable, and aligned to long-term business goals.

Experience

1. Senior Consultant - Applied Ai & Advanced Analytics Ai Genai Lead

   Deloitte

   May 2023 — Present · Hyderabad, IN

   Guardian Agents – Trustworthy AI Monitoring Framework | Banking ClientLed the architecture and implementation of a governance framework overseeing multi-agent AI systems in a regulated banking environment. Built supervisory mechanisms to monitor agent interactions, validate response accuracy, and detect hallucinations, bias, and compliance risks. Designed scalable observability pipelines enabling real-time monitoring, auditability, and regulatory reporting.Autonomous Proposal Response Platform | Manufacturing EnterpriseLed end-to-end development of a RAG-based proposal automation system to accelerate enterprise RFP responses. Architected vector-based retrieval and LLM-driven generation workflows, reducing manual effort and improving turnaround time. Contributed to converting the PoC into a production engagement, supporting a multi-million-dollar commercial opportunity.AI-Driven Tax & Payroll Chatbot | Internal Enterprise PlatformDirected development of a conversational AI solution enabling natural language access to payroll and tax insights. Designed contextual retrieval and LLM response pipelines, significantly reducing insight turnaround time and increasing self-service analytics adoption.Enterprise Finance Forecasting PlatformLed transformation of Excel-based forecasting into a scalable ML-driven engine supporting 600+ teams. Designed time-series and predictive modeling strategies that improved forecast accuracy and reduced reporting cycle time from days to minutes. Partnered with engineering and finance to integrate outputs into enterprise planning systems.Fixed Income Knowledge Graph | Asset Management ClientLed a proof-of-concept using knowledge graph modeling to streamline data lineage tracking across complex fixed-income instruments, enabling faster discrepancy resolution and reducing SME dependency.

Education

• Department of Business Economics, University of Delhi

  Master's degree, Business/Managerial Economics

  2013 — 2015

• Hindu college, University of Delhi.

  Bachelor of Science (BSc), Physics

  2008 — 2011

• Kulachi hansraj model school

  XII, PCMB

Skills

• Statistical Data Analysis
• Sensitivity Analysis
• Microsoft Office
• Machine Learning
• Sql
• Technical Data Analysis
• Time Management
• Windows
• Data Analytics
• Data Analysis
• Public Speaking
• Sas Base
• Economic Data Analysis
• Powerpoint
• Microsoft Excel
• Teamwork
• Logistic Regression
• Microsoft Word
• Team Leadership
• Decision Trees
• English
• Python
• R
• Linear Regression
• Statistical Modeling
• Time Series Analysis
• Social Media
• Strategic Data Analysis
• Big Data Analytics
• Predictive Analytics