Hello, I'm

Mallahim Ali

AI Engineer

Mallahim Ali

About Me

I am Mallahim Ali, an AI Engineer and AI Consultant specializing in the design, evaluation, and deployment of enterprise-grade agentic AI systems for large organizations and government-aligned platforms. My expertise spans AI system evaluation frameworks, Retrieval-Augmented Generation (RAG) architectures, scalable data ingestion and knowledge pipelines, and strategic AI advisory. I collaborate closely with backend engineering, DevOps, and security teams to architect production-ready AI solutions that meet strict requirements for scalability, reliability, security, and regulatory compliance within complex, multi-stakeholder environments.

AI System Evaluation

Designing rigorous evaluation frameworks to measure quality, safety, and reliability.

RAG Architecture

Building retrieval-augmented systems with optimized search, ranking, and grounding.

Agentic AI Workflows

Orchestrating multi-agent pipelines for automation, reasoning, and tool use.

Production AI Strategy

Partnering with DevOps and security to deploy compliant, scalable AI systems.

Experience

AI Engineer

LambdaTheta

Aug 2025 – Present

LambdaTheta serves as the ODC of ELM (KSA). I contributed to high-impact, production AI projects with strict governance, security, and regional compliance requirements.

NUSUK AI — Assistant for Hajj & Umrah

NUSUK AI is an integrated digital assistant within the NUSUK ecosystem, designed to support and personalize the pilgrim journey through intelligent, context-aware guidance. The assistant provides multilingual, 24/7 support across religious, operational, and service-related domains, including guidance on rituals, logistics, Qur’an, Hadith, and relevant Fatawa. Built to operate within enterprise security, governance, and regional compliance frameworks, NUSUK AI enhances user experience while complementing existing platform workflows.

NAJD — Agentic AI-Powered HR Assistant

NAJD is an agentic AI-powered HR assistant designed to support organizational operations by providing intelligent access to internal policies, procedures, and workforce information. The system enables employees to receive accurate, context-aware guidance while also executing authorized HR actions such as leave requests, attendance submissions, and workflow-driven tasks on behalf of users. Built with an agentic architecture, NAJD combines knowledge retrieval, decision logic, and action orchestration to streamline HR processes while maintaining security, compliance, and role-based controls.

AI & Backend Developer

Webblications LLC

Sep 2024 – July 2025

Delivering AI-driven backend systems, data pipelines, and production-ready integrations for enterprise and government-aligned platforms.

Portfolio

Products

Product

Rare Asset Marketplace OS

Built for diamonds, configurable for any high-value inventory.

A full-stack marketplace platform with role-aware workspaces for sellers, admins, and buyers. It blends premium onboarding, ad management, billing, and curated discovery into one customizable product that we deploy and tailor per client.

  • Seller and admin suites with mirrored oversight.
  • Authentication pack with login, OTP, sign-up, and password recovery.
  • Bulk ad manager, wallets, billing, and private showroom intelligence.
  • Modular architecture to re-theme for jewelry, luxury goods, collectibles, or B2B sourcing.

Role profiles

Seller + Admin

Dedicated, permissioned dashboards.

Auth journeys

4 flows

Login, Sign Up, Forgot Password, OTP sign-in.

Ad tooling

Manager + Bulk

Upload, filter, and preview every listing.

Monetization

Wallet + Plans

Billing, subscriptions, and plan upgrades.

Luxury-grade UX, adaptable workflows.

Although the current flavor serves diamond trading, every module is built from configurable blocks. We can swap copy, pricing logic, verification rules, and payout flows so niche marketplaces launch faster without rebuilding core infrastructure.

  • Dynamic role permissions and verification states.
  • Inventory tagging, custom search presets, and AI-powered showroom recommendations.
  • Billing logic that supports subscriptions, credits, or success-fee hybrids.
  • Rebrand-ready UI tokens to match any luxury or enterprise brand language.
01
Authentication & Identity

A premium auth experience with branded login, signup, OTP verification, and forget password flows. Every touchpoint mirrors the marketplace’s luxury positioning while keeping compliance-ready security.

  • Multi-step onboarding with identity verification hooks.
  • OTP login for frictionless return visits.
  • Password recovery and contextual tooltips to reduce drop-off.
  • Role-aware routing immediately after authentication.
02
Seller Control Room

Sellers run their entire storefront from a glassmorphic dashboard-track ads, push bulk uploads, monitor wallet balances, and dive into billing history. A private showroom personalizes what they see based on intent and search behavior.

  • Ad manager with filters, states, and inline stats.
  • Bulk uploader to import collections in minutes.
  • Wallet overview plus billing statements and plan upgrades.
  • Private showroom tuned by previous searches and saved criteria.
03
Admin & Compliance Suite

Admins verify every seller and buyer profile, approve ads, manage subscription SKUs, and keep billing plus payout logic aligned. Oversight screens surface histories, document trails, and configurable workflows for sensitive marketplaces.

  • Seller and buyer verification queues with accept/reject reasoning.
  • Global ad inventory view, including private showroom overrides.
  • Ability to post house ads or spotlight campaigns.
  • Billing, subscription, and plan controls to adjust revenue models.

Projects

Skills

Generative AI
LLMs, RAG Systems, Agentic AI
NLP (Religious & Domain-Specific NLP)
A2A AND MCP
Multi Agent Workflow Design & Orchestration (LangGraph, Crew AI, Google ADK)
Knowledge Base Design & Data Preparation
Retrieval Strategy Optimization
Speech Processing (Whisper)
Computer Vision (OpenAI Vision)
Backend & Systems
Backend System Design
API Design & Integration
Automation
n8n, FlowOrg
Workflow Orchestration
AI-Driven Automation Pipelines

Certifications

Product Management: Developing and Delivering a New Product

IBM

Completed an online non-credit course authorized by SkillUp and delivered through Coursera as part of the IBM AI Product Manager Professional Certificate. Covered end-to-end product lifecycle management, including planning, beta testing, launch execution, demand generation, and end-of-life strategy, with hands-on experience creating core product management deliverables.

Issued: Dec 2025View Certificate

Product Management: Foundations & Stakeholder Collaboration

IBM

Completed “Product Management: Foundations & Stakeholder Collaboration,” authorized by SkillUp and offered through Coursera, as part of the IBM AI Product Management series. Gained foundational knowledge in product management principles, effective stakeholder collaboration, and strategies to drive AI product success.

Issued: Dec 2025View Certificate

Product Management: Initial Product Strategy and Plan

IBM

Completed “Product Management: Initial Product Strategy and Plan,” an online non-credit course authorized by SkillUp and offered through Coursera, as part of the IBM AI Product Management series. Learned to define initial product strategies, create actionable plans, and align business goals with product development in AI-driven projects.

Issued: Dec 2025View Certificate

Product Management: An Introduction

IBM

Authorized by IBM, this certification covers the essentials of modern product management, including product lifecycle management, market research, value definition, roadmap planning, cross-functional collaboration, Agile methods, and KPI-driven decision-making.

Issued: Nov 2025View Certificate

Product Management: Building AI-Powered Products

IBM

Completed “Product Management: Building AI-Powered Products,” part of the IBM AI Product Management series, focused on planning and delivering AI-driven product experiences and feature sets.

Issued: Nov 2025View Certificate

Supercharge Your Product Management Career

IBM

Generative AI: Supercharge Your Product Management Career, part of the IBM AI Product Management series, focused on accelerating product outcomes with AI-powered workflows.

Issued: Nov 2025View Certificate

Get In Touch

Have a project in mind or want to collaborate? I'd love to hear from you. Fill out the form below and I'll get back to you as soon as possible.

Contact Information

Location

Karachi, Pakistan

Connect With Me

Availability

Currently available for freelance work and full-time positions.

Available for new opportunities