Director-Track · Business Strategy & Operations

Strategy leader who ships what they design

I own B2B vertical strategy at ShipMonk and personally build the AI systems that execute it — including a Claude-based multi-agent pipeline behind an 82% merchant chargeback reduction. Earlier: a $99M infrastructure launch and a 10x station scale-up at Amazon.

Selected work ↘ LinkedIn GitHub Email
Collage of a model-training pipeline diagram, a fulfillment metrics table, a rising performance chart, and a purple US logistics network map with truck and air routes between distribution hubs
Cumulative savings
$20M+
Leadership approach

Engineering scalable systems.

I turn operational complexity into clear product roadmaps, data systems, and durable operating mechanisms — then build the teams that make the improvement stick.

Product strategy

95%

Market opportunities, roadmaps, and 0–100 initiatives

Operational excellence

92%

Forecasting, labor planning, quality, and cost efficiency

AI & automation

88%

Practical tools that remove manual work and surface decisions

Cross-functional leadership

90%

Aligned teams across product, operations, engineering, and partners

$

$20M+

Cumulative cost savings

10×

Scale within one year

82%

Chargeback reduction

$99M

Project launch led

01 — Experience

Where I've led

Senior Manager — B2B Transformation

2025 — Present · Pennsylvania

ShipMonk

Oversee strategic expansion of B2B e-commerce for SMEs, identifying new revenue streams, scaling infrastructure, and driving the product roadmap across 0–100 initiatives.

  • Reduced merchant churn by 35% through stakeholder engagement and product improvements, cutting chargebacks by 82% from Q2 to Q3 2025
  • Defined and managed the roadmap for a $4M initiative aligning product features with key industry metrics, improving on-time delivery by 8%
  • Launched an industry-first white-glove onboarding service supporting 100+ SME accounts across 15+ big-box retailers, cutting launch timelines by 15%
B2B Strategy SME E-Commerce Roadmap Chargeback Reduction

Senior Manager — eCommerce & Product Strategy

2020 — 2025 · NE & Midwest (IL, MA, CT, NY)

Amazon

Oversaw strategic operations across multiple last-mile delivery stations, led multimillion-dollar infrastructure and expansion projects, and drove automation to reduce defects.

  • Increased regional productivity by 10% (13K manhours) in 3 months, generating $4.5M in savings — top 10 nationally in last-mile performance
  • Led a $99M project launch, onboarding 160+ associates and 400 drivers in 100 days, delivered on time
  • Scaled a last-mile station from 10K to 100K shipments/day within one year while improving quality metrics by 76% and leading a 21-member management team
  • Defined the roadmap for a $5M automation initiative that improved efficiency by 12% across three facilities
  • Optimized labor planning for 1,500+ associates, improving network capacity utilization by 15%
  • Reduced delivery errors from 360 bps to 88 bps within three days during peak season
Last-Mile Ops Labor Planning Automation Forecasting

Assistant Manager — Supply Chain & Logistics Strategy

2012 — 2019 · Multiple Cities, India

HPCL

Led large-scale supply chain, logistics, infrastructure, sustainability, and asset-utilization initiatives at one of India's largest public sector energy companies.

  • Developed a roadmap to reallocate Renewable Energy Certificates from wind farms, achieving $2.5M in annual savings
  • Deployed forecasting models that identified bottlenecks and improved downtime accuracy and productivity by 8%
  • Coordinated 120+ third-party security personnel and local agencies for incident-free operation of a 90-mile gas pipeline over 3 years
  • Migrated a legacy security tracking system to a modern UX through user research and rapid iteration
Supply Chain Predictive Analytics Stakeholder Management

Product Consulting Team Lead

2019 · Consulting Project

Nestlé Purina

Led a cross-functional team of seven on a six-month product vision engagement, directing market research and delivering data-driven recommendations for the Pet Finder platform.

Product Vision Market Research Revenue Strategy
02 — Technical Projects

What I've been building

Workflow diagram: Initial Assessment leads to Curriculum Generation, then Agent Delivery via a teacher agent with automation handoffs, then Performance Tracking
AI Automation
Multi-Agent Merchant Education Pipeline

Automates merchant onboarding education with multi-agent orchestration, content personalization, and progress tracking.

Multi-Agent Education Claude API
View repo
Weekly Operations Dashboard showing a warehouse network graph, bar charts by weekday, and KPI strips
B2B Operations
Warehouse Ops Intelligence

Production BI system surfacing OTRS, OTS, pick/pack audit, and late-order data across 10+ warehouses weekly.

Snowflake Metabase SQL
View repo
Sparse causal graph tracing a disputed chargeback to root causes, alongside a descending monthly defect trend chart
AI Tooling
Chargeback RCA Framework

AI-assisted root-cause analysis across Snowflake, PostgreSQL, and EDI compliance data that contributed to an 82% chargeback reduction.

Claude API EDI PostgreSQL
View repo
AI Toolkit
LLM Daily Drivers

Curated non-technical LLM apps for productivity, creativity, health, and finance, with beginner-friendly setup guides.

AI Agents LLM Apps Productivity
View repo
Personal Infrastructure
slow-kratos

Self-hosted AI stack connecting Ollama, Open WebUI, n8n, Docker MCP Gateway, and Tailscale.

Ollama n8n Docker
View repo
Desktop Widget
ClaudeMeter

Real-time Claude API usage monitor for Windows with session and weekly quota views.

Rainmeter PowerShell Lua
View repo
Analytics
Merchant Onboarding Analytics

Python automation on the Asana API analyzing go-live patterns across 200+ wholesale merchants.

Python Asana API Data Analysis
View repo
Documentation
Metabase SQL Playbook

Reusable SQL pattern library that standardizes dashboard building for distributed warehouse analysts.

SQL Metabase Warehousing
View repo
Automation
B2B Packing Config Generator

Google Apps Script tool standardizing B2B packing configurations and eliminating manual setup time.

Apps Script Automation B2B Ops
View repo
View all projects on GitHub ↗
03 — Skills & Stack

Tools of the trade

DomainTools & Skills
Product Management Product Strategy, Roadmap Development, Backlog Prioritization, User Story Creation, Jira, Scrum
AI & Automation Claude Code, Cursor, Gemini CLI, Ollama, n8n, Zapier, AI Studio
Data & Analytics Python, SQL, Power BI, Tableau, Quicksight, Metabase, Advanced Excel
Engineering JavaScript, HTML/CSS, MySQL, REST APIs, VBA, ERP / JDE
Cloud & Infra AWS GenAI, Docker, Tailscale, MCP Gateway, Snowflake
Leadership Cross-Functional Teams, Agile / Kanban, OKRs, Forecasting, Risk Management

Education

MBA

Washington University

Merit-Based Scholarship

B.S. Electronics & Communications Engineering

Allahabad University

Merit-Based Scholarship

Certifications

AWS Generative AI Solutions AWS ML Solutions AWS Prompt Engineering Generative AI for Executives Optimizing Foundation Models ML A-Z: Python & R Tableau Essential Training ISO 50001 Auditor
04 — Contact

Currently open to

Director/Principal roles in Strategy & Operations, Chief of Staff, and Technical Program Management — especially at AI-native companies.

Phone · 314.326.9299

Location · Pittston, PA

linkedin.com/in/arjunkulshreshtha ↗

github.com/arjkul ↗