Malhar Lakdawala — AI Automation Engineer

About

Engineering AI that actually ships.

I'm an AI automation engineer with 14 years spanning workflow automation, B2B sales, and business growth — now working full time on building and deploying production AI agents and automation systems.

I design multi-agent workflows and data pipelines with n8n, Make.com, Zapier, LangChain, LangGraph, LlamaIndex, Supabase, Pinecone, and the OpenAI Agents SDK. My AI SDR automation cut manual work 60–80% and doubled engagement, and I launched an LLM-driven credit-risk platform covering more than 2.5 million companies.

I help teams in finance, marketing, and sales adopt generative AI and process automation that holds up in production — not just in demos.

Industries I work across

FinanceFinTechMarketingSales FMCGITEcommerceD2CFund Management

Selected work

Things I've built & shipped.

Live products — dashboards and automation suites built for B2B, ecommerce, and fund-management clients. Click any card to explore.

Sales Cockpit

Sales Intelligence

Unified sales-command dashboard pairing Sales Leader and Account Executive views — attainment, forecasting, coaching, pipeline health, and AI-prioritized deal actions.

sales-cockpit-1bv.pages.dev

Ecommerce Mission Control

Ecommerce Analytics

Executive ecommerce KPI command center surfacing live revenue & margin metrics, conversion funnels, unit economics, and AI risk signals.

wevision-dashboard.pages.dev

Krit Capital Fund

Fund Operations

Internal fund-operations and portfolio tooling for capital allocation, performance tracking, and reporting across the investment lifecycle.

krit-dashboard.pages.dev

n8n Automation Suite

Workflow Library

Library of production n8n workflows automating outbound, lead enrichment, content generation, and reporting across connected APIs and LLMs.

automation-showcase-4l0.pages.dev

What I do

Three things I do exceptionally well.

From agent architecture to the automation plumbing and the go-to-market layer on top — I work across the whole stack.

Agentic AI & LLMs

Multi-agent systems, retrieval, and LLM applications designed to run reliably in production.

Multi-Agent SystemsRAG & RetrievalPrompt EngineeringVector DatabasesLLM Applications

Workflow Automation

Production automation pipelines connecting APIs, data, and LLMs end to end.

n8nMake.comZapierData PipelinesAPI IntegrationsProcess Automation

GTM & Revenue

AI-driven outbound, lead intelligence, and decision dashboards that move the number.

AI SDR AutomationLead ScoringAI-Driven SegmentationGTM ExecutionSales Operations

Technical stack

Pythonn8nMake.comZapierLangChainLangGraphLlamaIndexOpenAI Agents SDKOpenAIAnthropic ClaudeVapiElevenLabsPineconeSupabaseREST APIs

Journey

14 years, one through-line: automate the hard parts.

From scaling D2C operations to deploying enterprise AI agents.

Jan 2025 – Present

Freelance AI Engineer — Deployments & Implementation

Independent

Build and deploy multi-agent LLM workflows for outbound, lead enrichment, content generation, and operational reporting across each client stack.
Run AI implementations end to end — architecture, data pipelines, retrieval, integration, and human-in-the-loop dashboards.
Ship decision-support dashboards that turn live operational data into prioritized actions for sales, ecommerce, and capital teams.

Sep 2020 – Mar 2026

AI Automation Engineer

Leadzen.ai · United Arab Emirates

Led AI implementation work for finance, marketing, and sales clients — automation dashboards and agent workflows per sector.
Grew the delivery stack from Zapier to Make.com and ran paid production deployments for several enterprise clients.
Built AI-driven SDR automation cutting manual work 60–80% and doubling engagement across FMCG and IT campaigns.
Launched Analystt.ai, an LLM-driven credit-risk platform improving assessment efficiency across 2.5M+ companies.

Jun 2016 – Dec 2020

Partner, Technology & Operations

The Supply Factory · India

Built tech-enabled operations across inventory, orders, and fulfillment — helping scale the team past 500 people for brands including House of Pataudi.
Set up demand forecasting and analytics dashboards guiding supply-chain and growth decisions across the portfolio.
Led partnership and growth strategy that contributed to a successful company exit in 2020.

EarlierConsultant, Great Place to Work Institute (2015) · Sales Associate, Siemens Enterprise Communications (2011–2012) · Trainee, Siemens Healthcare (2010)

Malhar
Lakdawala