Hello, I'm
Aniket Malwe
I design and build scalable enterprise software, AI-augmented platforms, automation systems and ITSM solutions — from first architecture diagram to production deployment.
Aniket S Malwe
AI Solutions Architect
9+
Years building
15+
Enterprise systems
6
Business domains
15+
Core technologies
I turn complex business domains into reliable software.
A full-stack engineer and AI solutions architect who has spent 9+ years shipping enterprise platforms — now building AI-augmented, LLM-powered systems so teams move faster without sacrificing quality.
I've engineered systems across investment management, manufacturing, healthcare, legal operations and IT services — each with its own rules, compliance needs and edge cases. What stays constant is how I work: model the domain carefully, design for scale and security from day one, and automate the painful parts — increasingly with AI, LLMs and agentic workflows.
I think like a product builder, not just a coder. I care about why a feature exists, how it performs under load, and whether it will still be maintainable two years from now. Recently I've focused on AI-augmented engineering — building instruction frameworks that let AI generate code which respects existing architecture and standards.
Architect
Designing multi-entity, audit-heavy systems with clean domain models and secure APIs.
Build
Shipping end-to-end across Golang, Python/Flask and Angular — frontend to database to deploy.
Automate
Replacing manual spreadsheet processes with calculation engines, pipelines and scheduled jobs.
Modernise
Migrating legacy desktop systems into cloud-native web platforms without losing business logic.
A full-stack toolkit, battle-tested in production
Grouped by discipline with an honest proficiency level for every technology — from backend and data to DevOps, cloud, security and AI.
Backend
High-performance services and business logic at scale.
Frontend
Responsive, data-dense enterprise interfaces.
Database
Relational and document data modelling for complex domains.
DevOps
Containerised delivery and reliable deployments.
Cloud
Compute, storage and networking on major clouds.
AI Engineering
Applied AI, LLM integration and AI-augmented engineering workflows.
ITSM & Service Management
IT service management platform configuration and ITIL-aligned processes.
Automation & Data
Process automation and reliable data ingestion pipelines.
Security
Authentication, authorization and data protection.
Architecture
System design for multi-entity, enterprise-grade platforms.
APIs & Messaging
Integrations, serialization and event notifications.
Tooling & Testing
Quality, version control and API verification.
Monitoring & Docs
Observability, SLAs and technical documentation.
Operating Systems
Server platforms and shell environments.
Enterprise platforms, built end to end
A selection of production systems spanning fintech, ERP, quality and developer tooling. Every project is sanitised — domains and engineering, never client names.
Designed for scale, security and longevity
The patterns I reach for when building enterprise platforms — from API design and data modelling to delivery, reliability and integrations.
APIs & Services
Clean, versioned REST APIs and modular services that encapsulate complex business logic.
- RESTful API design
- Microservices & modular monoliths
- Marshmallow serialization
- Background workers & queues
Data Layer
Relational and document data modelling for multi-entity, audit-heavy domains.
- PostgreSQL & MySQL
- MongoDB document models
- Alembic schema migrations
- Redis caching
Security
Authentication, authorization and data protection baked in from the first commit.
- JWT auth with token black-listing
- Role-based access control
- OWASP-aligned validation
- Audit logging & trails
DevOps & Delivery
Containerised, reproducible delivery from local development to production.
- Docker & Docker Compose
- CI/CD pipelines
- Nginx reverse proxy
- Dev / UAT / Prod environments
Reliability & Scale
Stateless services and observability that keep enterprise platforms dependable.
- Horizontal scaling
- Caching strategies
- Logging & monitoring
- High-availability design
Integration & Reporting
Robust data ingestion and reporting that enterprises rely on every day.
- Validated Excel pipelines
- PDF report generation
- Scheduled jobs & notifications
- Analytics aggregations
Reference architecture
typical enterprise platform
Eight years of compounding craft
The technologies I adopted and the systems I shipped, year by year — from full-stack foundations to AI-augmented engineering.
Foundations in Full-Stack & IT Service Management
Began the professional journey building web applications and implementing enterprise ITSM platforms — configuring GLPI and ServiceNow-style tools with a full CMDB, ITIL-aligned service desks and SLA workflows.
Into Python, Flask & Angular
Moved into Python/Angular enterprise systems, delivering an HRMS and a CRM platform on Flask and PostgreSQL.
Adopting Golang for High-Performance Backends
Picked up Go to build performant services, delivering a contract lifecycle platform and an automated stipend-management system.
Real-Time Systems & Containerisation
Built concurrent, real-time platforms — asset tracking and quality lifecycle management — and embraced Docker and microservice patterns.
Large-Scale System Modernisation
Led modernisation of legacy desktop ERPs, migrating hundreds of FoxPro forms and reports into modern relational systems.
Enterprise ERP & MIS at Scale
Delivered manufacturing and printing-press ERPs plus a rule-driven cost-allocation and MIS reporting platform.
Fintech-Grade Platforms & Cloud
Architected an investment management platform and a performance & fee reporting engine, expanding into AWS and Azure.
AI-Augmented Engineering Leadership
Designed a reusable framework making projects 'AI-ready', integrating LLM assistants, Copilot instruction frameworks and RAG so AI generates architecture-aware code and consistency becomes automatic.
Applied AI & Product Building
Focused on applied AI, agentic automation, system design and solution architecture — building end-to-end products that turn complex domains into reliable, AI-enhanced software.
A track record of shipping outcomes
Roles framed by achievements, not responsibilities — what was designed, built and delivered at each step.
Senior Full Stack & AI-Augmented Engineer
Enterprise Fintech & AI Platforms
Leading design and delivery of enterprise investment-management and analytics platforms while pioneering AI-augmented engineering workflows and LLM-assisted automation across teams.
- Architected a multi-entity investment management platform (PMS/AIF) handling AUM tracking, distributor structures and investor reporting
- Built a performance & fee reporting engine producing auditable, period-locked statements from raw NAV and cash data
- Designed a reusable AI-augmented engineering framework that makes new projects 'AI-ready', cutting review and onboarding time
- Integrated LLM-powered assistants and Copilot instruction frameworks so generated code respects existing architecture and standards
Fullstack Software Developer
Enterprise ERP & MIS Systems
Delivered large enterprise ERP and MIS systems, including modernisation of legacy desktop platforms into modern web stacks.
- Modernised a legacy desktop manufacturing ERP into a Flask + Angular + PostgreSQL platform
- Built a printing-press ERP covering quote-to-dispatch, scheduling, job costing and inventory
- Engineered a rule-driven cost-allocation and MIS reporting platform for shared-services finance
- Created a migration engine moving 500+ legacy FoxPro forms and 200+ reports into a relational system
Senior Software Developer
High-Performance Enterprise Platforms
Built high-performance Golang platforms and full-stack Python/Angular systems across operations, legal, quality and HR domains.
- Engineered a real-time asset tracking & management platform in Golang with up-to-the-second availability
- Architected a contract lifecycle platform with multi-stage, department-routed approval workflows
- Built a quality lifecycle platform enforcing strict version control of production documents
- Delivered HRMS, CRM and stipend-management systems with automated payroll and invoicing
Junior Software Developer
IT Service Management & Web Platforms
Started the professional journey in enterprise IT service management (ITSM) and full-stack web development.
- Implemented and deeply customised enterprise ITSM platforms (GLPI & ServiceNow-style) with a full CMDB
- Configured SLA-driven service-desk workflows, escalations and notifications aligned to ITIL
- Built reporting and automation across incident, problem, change and request management
- Established strong foundations in PHP, MySQL and front-end development
Foundations and continuous learning
Formal education plus the areas I actively keep sharpening to stay ahead of how software is built.
Education
Bachelor of Computer Applications (BCA)
2018Pune University
Higher Secondary (XII)
2015Maharashtra State Board
Secondary (X)
2013Maharashtra State Board
Certifications & focus areas
Applied AI & LLM Engineering
Building with LLMs (OpenAI, Claude, Gemini), RAG, vector search, AI agents and the Model Context Protocol to add real intelligence to enterprise software.
AI-Augmented Engineering
Designing Copilot instruction frameworks and agent workflows that generate architecture-aware code and accelerate delivery.
ITSM & Service Management
Hands-on configuration of GLPI and ServiceNow — CMDB, ITIL processes, service desks and SLA-driven automation.
System Design at Scale
Microservices, multi-entity data modelling and high-availability patterns for enterprise platforms.
Notes on engineering & architecture
Practical lessons from building enterprise software — system design, AI-augmented workflows and modernising legacy systems.
Have a product to build or a hard system to architect?
I help teams design and ship enterprise-grade software — from first architecture diagram to production. Let's talk about what you're building.