Portfolio
The projects below represent a selection of systems I have designed and built across different domains, including optimization algorithms, enterprise information systems, cyber-physical products, and AI-assisted decision platforms.
My work generally focuses on problems where operational complexity, uncertainty, and fragmented data make effective decision-making difficult. In these situations, I design systems that combine structured models, software architecture, and domain knowledge to turn messy processes into reliable, analyzable workflows.
Some projects involved building new products from scratch, while others required architecting or integrating large operational systems within existing organizations. Across them all, the goal has been the same: creating tools and systems that make complex decisions clearer, faster, and more reliable.
Governed Qualification Evidence Platform
Since 2025
RecomAid is a production platform for turning vague recommendation letter workflows into structured, traceable qualification evidence. I designed the workflow model, prompt strategy, data structures, API layer, and frontend so supervisors can capture observations across real contexts, generate AI-assisted drafts under human review, and move toward queryable evidence rather than generic letters.
MXT Cyber-Physical Injection Device
2024
In this project I led the end-to-end development of a novel electromechanical injection device from failed prior prototypes to three functional units delivered under a controlled budget. I authored the Functional Requirements Document, decomposed the system into mechanical, fluid, controls, and enclosure subsystems, scoped specialist work through tightly defined SOWs, and coordinated integration and field validation.
Large-Scale Fleet Optimization Algorithms
Since 2015
I designed a mixed-integer optimization architecture for scheduling a fleet of about 1,500 assets, using decomposition strategies and large-scale computational experiments to obtain exact solutions in under seven minutes. The work enabled near real-time re-optimization aimed at reducing downtime and improving fleet availability in asset-intensive operations.
Integrated Production & Maintenance Optimization Engine
2012 – 2018
Optimization engine that co-schedules production and preventive maintenance under uncertainty to improve system-level performance.
Enterprise CMMS Implementations
2008 – 2011
I led roughly 10 CMMS implementations across manufacturing and petrochemical environments, migrating legacy maintenance data from text and Excel into structured databases, defining asset hierarchies, standardizing PM/PdM and work-order workflows, and building KPI/reporting structures that made maintenance planning and governance more reliable.
Custom ERP Platforms for Construction Operations
2011 – 2013
I architected and led the development of multi-module enterprise platforms for distributed construction firms that could not rely on off-the-shelf ERP systems. I designed the relational schemas, backend logic, and user interface architecture across modules such as maintenance, workflow, knowledge management, and security.
Aircraft Maintenance Systems Mapping - Iran Air
2006
Conducted full enterprise process mapping of aircraft maintenance operations across engineering, planning, stock control, and quality functions. Over a three-month engagement, I documented the operational flows, system interactions, and organizational interfaces needed to make the maintenance environment understandable and improvable at the enterprise level.
National Taxation System - Combinatorial Validation Framework
2014
In this project, I designed a systematic combinatorial validation framework for a rule-heavy deemed-assessment taxation module, replacing ad hoc testing with repeatable coverage across feasible input combinations. I worked with tax experts and distributed engineering teams to define constraints, derive expected behavior, and execute validation logic that exposed interaction and edge-case failures before release.