Headline

Senior AI Consultant | Generative-AI Agents & Solution Architecture for Trading, Research & Financial Crime | 20+ yrs Capital Markets | ex-Nomura, HSBC, Wells Fargo, StateStreet

About

AI solution architect and business analyst with 20+ years in financial services, now building generative-AI products for trading, research, and risk. I've designed and shipped two algorithmic trading platforms (US and Indian markets), an AI trade-research and explainability engine that turns market data, news, and technical indicators into traceable investment narratives, and AI-driven fraud, AML, and account-takeover detection platforms. I combine hands-on delivery in Python, FastAPI, React, and cloud-native deployment with two decades of domain depth in Charles River IMS, private equity analytics, and financial-crime compliance across Nomura, HSBC, Wells Fargo, BlackRock, and Aberdeen Standard Life. Core focus: Generative AI & LLM agents, Retrieval-Augmented Generation (RAG), AI product architecture, explainable AI for analyst and trading workflows, and fraud/AML monitoring. NISM-certified in AML-KYC, Transaction Monitoring & STR, and Financial Crime. Open to AI Consultant, Generative AI, and AI solution-architecture roles - Bengaluru (hybrid) or remote.

Location

Greater Bengaluru Area

AI stack

github copilot

Work experience

Senior Consultant at LTM, Sep 2017 - Present · 9 yrs 2 mos, Bengaluru, Karnataka, India, An Larsen and Toubro company

Private Equity Business Analyst at State Street, Jun 2025 - Dec 2025 · 7 mos, Bengaluru, Karnataka, India

AML/KYC at American Express, Nov 2022 - Nov 2023 · 1 yr 1 mo, Greater Bengaluru Area

Charles River SME at Synechron, Mar 2016 - Feb 2017 · 1 yr, Bengaluru, Karnataka, India

Intern at New Future Foundation, Sep 2012 - Jun 2013 · 10 mos, 477 W142 st Ste. 2,New York, NY 10031

Production support tech advisor 2 at HSBC Asset Management, Jan 2010 - Jun 2010 · 5 mo, Hong Kong, Charles River support specialist

Business Analyst at Anshinsoft, Jul 2009 - Mar 2010 · 8 mo, Tokyo, Charles River implementation BA

Lead Assoicate at AG Delta, Sep 2008 - Dec 2008 · 3 mo, Singapore, Murex Datamart Report Migration

Business Analyst at HEXAWARE TECHNOLOGY, Aug 2006 - Jul 2008 · 1 y 11 mo, Chennai, Charles River business analyst

Business Analyst at HEXAWARE TECHNOLOGY, Aug 2006 - Jul 2008 · 1 y 11 mo, Chennai, Charles River business analyst

Analyst at Lehman Brothers, May 2006 - Aug 2006 · 3 mo, Mumbai

Team Lead at Abn Amro, Nov 2003 - Apr 2006 · 2 y 5 mo, Chennai

Education

Bachelor's degree, Banking, Corporate, Finance, and Securities Law, Accounting, University of Madras

C.A Founation, Accounts, Mathematics and Stats, Business Law, Economics, The Institute of Chartered Accountants of India

Public links

github: https://github.com/aanamike