Headline

Forward Deployed Engineer (FDE) at Wells Fargo | Ex Amazon

About

AI Product Manager at Amazon. I've shipped 6 AI platforms used by 10,000+ Amazonians, generating $2.89M/year in savings and 77,546 hours recovered. 2× L7 recognition. What I do inside Amazon: • AERO — AI ticketing across 47 internal tools • Priority Pulse — 108 min/week saved across 437 users • Strategic Insights AI — 40+ hours eliminated per report • Project Finder — 4,300+ users, 240K+ sessions in 9 months - 260 HC savings • Performance Review Automation — 9,790 hours/year recovered • Vendor Growth Plan Agent — 92.3% CSAT, 95%+ accuracy • Allison : Developed a chat agent with MCPs, Amazon internal information, RAG for 2.3x the vendor management growth. What I own commercially: €40M+ GMV portfolio · 20 enterprise brands · 127% YoY KPI growth · €19.77M+ revenue impact · 18+ Tier-1/2 events (Prime Day, Black Friday). What I build outside work: ⚡ Zeus — autonomous crypto trading bot (XGBoost+LSTM, 9-indicator stack, regime detection) 🤖 Argus — Indian stock market AI trader (45-agent swarm, live knowledge graph) 🧠 Consilium — autonomous AI Product Manager (7 Docker containers, full BRD→delivery) What's next: Starting May 2026 — PG Certificate in Forward Deployed AI Engineering, IIT Roorkee. Background: CS from Université de Caen, France. FP&A across €5M–€260M books. Built my way from accounting to AI product at Amazon. 9+ years, 3 countries, 3 functions. Open to AI Product Manager, Forward Deployed Engineer, and Strategic Product roles — Bangalore, Delhi, or remote. 📩 akshatmittal34@gmail.com #AIProductManager #ProductManagement #ForwardDeployedEngineer #GenAI

Location

Bengaluru

AI stack

antigravity

claude code

claude

codex

github copilot

langgraph

Work experience

Forward Deployed Engineer (FDE) at Wells Fargo, Aug 2026 - Present · 3 mos, Bengaluru, Deploying Agentic Solutions and Refining the existing RAG approach across multiple LOBs in Wells Fargo. Payroll - Synechron

AI Product & Delivery Lead | Strategic Account Manager at Amazon, Apr 2024 - Jul 2026 · 2 yrs 4 mos, Bengaluru, Global AI Product Portfolio (Product Owner & Delivery Lead) ->​AERO (Global AI Resolution Engine): Architected and deployed an AI-powered ticketing platform automating queries across 47 internal tools. Mapped business logic into RAG-based conversation flows, achieving a projected multi-year value of $5.5M through operational autonomy and a 65% reduction in resolution latency. ->​Project Finder (Talent Intelligence Platform): Originated and delivered a centralized AI discovery platform for Amazon-wide retail and AWS projects. Scaled to 3,300+ DAU and 140,000+ sessions in under 9 months, generating a Projected Productivity Value of $8.5M by accelerating global project discovery. 260 HC savings. ->​Performance Review & Priority Pulse Agents: Developed a suite of agents for 650+ managers to automate review cycles and communication prioritization. Recovered 77,546 H/y, generating $6.2M in HC Optimization by reallocating executive bandwidth to high-value strategic growth. ->​Strategic Insights AI Tool: Built a GenAI tool generating 10-page market strategy reports using automated SEO and Ads data pipelines. Reduced manual effort by 40+ hours per report with a 92.3% user satisfaction rate, facilitating a $4.5M Revenue Enablement impact for a $40M portfolio. ​Strategic Commercial Operations ->​Portfolio Management: Direct ownership of 20 enterprise brands with $40M+ GMV and $20M+ PCOGS portfolio. ->​Revenue Optimization: Delivered 127% YoY KPI growth and achieved 427.7% Deal OPS target (€474k actual vs. €225k target). ->​Event Leadership: Directed end-to-end execution for 18+ Tier-1 sale events (Prime Day/Black Friday), achieving a 20%+ GMV uplift.

AI Associate at Good Business Lab, Oct 2023 - Mar 2024 · 6 mos, United States, Financial Reporting & Analysis Automation: Managed end-to-end finance including bookkeeping (QuickBooks with Claude Integration), CFS, B/S, P&L; delivered variance analysis + month-end close for 3 entities, built budgets/forecasts improving planning accuracy by 27% and enabling cross-department strategic decisions.

AI | Finance, Talenz Groupe at TALENZ Groupe Fidorg, Nov 2021 - Jun 2023 · 1 yr 8 mos, Caen, o AMICOMPTA: Built and deployed an AI-driven invoice recognition platform using deep learning classification models (trained on document-level features); applied data preprocessing, feature engineering, and model fine-tuning to achieve ~70% automation of bookkeeping processes. o Budgeting, Forecasting & FP&A: Led budget planning, variance analysis, and financial trend forecasting for clients (€5M–€260M). Supported FP&A functions to guide business decisions and improve cost control. Improved forecasting accuracy leading to €2.5M cost control. o Financial Reporting & Decision Support: Delivered accurate monthly statements using XGBoost and insights for hiring, investment, and CCC improvements by 38%. Contributed to month-end closing and strategic financial analysis. o Financial Modeling & Performance Analysis: Built financial models analyzing revenue, EBIT, EBITDA, and ESG impacts. Enabled scenario planning and strategic investment recommendations. Including debt restructuring and raising capital through equities, bonds, and derivatives. Dashboards, ERP & Data Visualization: Created dashboards using multiple data sources for executive decision-making. Worked with ERP systems to streamline financial processes and reporting.

Manager at Café de Caen, 2018 - Oct 2021 · 3 yrs 10 mos, Caen, o Cash Flow & Budget Control: Monitored cash flow, budgets, and operational costs to maximize efficiency. Evaluated DPO, DSO, DIO, improving the cash conversion cycle by 38%. Oversaw financial reporting and accounting for daily operations. Managed month-end closing and maintained accurate P&L statements. o Team Leadership & Compliance: Recruited, trained, and supervised staff to ensure a productive environment. Maintained compliance with health, safety, and employment regulations. Optimized employee schedules and resource planning to reduce labor costs. Ensured smooth operations using data-backed decision-making. o Marketing & Revenue Growth: Planned menus, executed marketing strategies, and tracked performance KPIs. Increased revenue by 32% through improved customer engagement and visibility.

Education

Master of Business Administration - MBA Finance, Edinburgh Business School, Heriot-Watt University

Bachelor of Science in Business Administration, University of the People