AAman Prajapati

AmanPrajapati

Available for select work · Mumbai, India

Full Stack Product Engineer

I build software that real businesses actually run on — order management systems, ERP platforms, mobile apps. Currently the solo tech lead at a food distribution company, shipping production code that goes straight to the CFO's dashboard.

AP
Aman Prajapati

Tech Stack

I don't just write code I build software that helps businesses grow.

Every system I ship is engineered around what the business actually needs — designed to scale with real operations, not just to look good in a demo.

01About

An architect who ships products, not just code.

Based in Mumbai, India — I take products from a blank repository to real users, owning architecture, infrastructure, security and AI integration.

I build production-grade systems, enterprise platforms, AI integrations and scalable architectures.

BSc Computer Science

Foundation

MCA

Master of Computer Applications

Production Systems

Designed, shipped & owned

Cloud & Infrastructure

Deployed & scaled

The Journey

BSc Computer Science

The fundamentals — algorithms, systems, the why beneath the what.

MCA

Master of Computer Applications — depth in software engineering.

Mobile Application Developer

Shipping Flutter apps to the Play Store and App Store.

Full Stack Engineer

Owning the stack end-to-end — frontend to database to deploy.

Enterprise Product Builder

Architecting production platforms that run real businesses.

AI Systems Engineer

Embedding Gemini, vector search and AI workflows into products.

Featured Project · Enterprise SaaS Platform
02BigSams OMS

A production-grade enterprise platform, built from scratch.

Designed and developed end-to-end — the operational backbone running orders, warehouse, credit, logistics, quality and sales for a real business, in production.

Live in production · appbigsams.in
Current RoleSolo Tech Lead

This is what I'm building right now — I own BigSams end-to-end in production and drive the roadmap in direct conversation with company leadership, shipping the features the business actually needs. I scope, architect, build, deploy — and present the engineering ROI to the CFO myself.

130+

REST APIs

20+

RBAC Roles

5000+

Orders Managed

12

Capabilities

Multi

Warehouse Support

4

Sales Channels

Modules Implemented

01Order Management
02Warehouse Operations
03Sales Management
04Credit Control
05Quality Control
06Dispatch Management
07Delivery Tracking
08Real-Time Notifications
09AI Risk Classification
10Customer Management
11Inventory Workflow
12Role Based Access Control

System Architecture

L1Client Layer
React + Next.jsTypeScriptTailwind + Framer + GSAPRechartsFlutter MobileSocket.IO Client
L2Edge & Infrastructure
Nginx Reverse ProxyPM2 ClusterDigitalOcean Droplets · UbuntuDigitalOcean Spaces + CDNSSL · DuckDNSProduction / UAT
L3API & Security
Express · 130+ REST APIsJWT Access + RefreshRBAC · 20+ RolesPermission GuardsbcryptSecure Middleware Chain
L4Realtime Engine
Socket.IOUser & Role RoomsOrder Tracking RoomsWarehouse RoomsLive Dashboard Updates
L5Domain Modules
OMSSalesWarehouseLogisticsCredit ControlQuality ControlApproval EngineAudit Logs
L6Intelligence & Services
Google Gemini · AI Risk EngineExcel Import / ExportPDF & Invoice GenerationBulk Upload ProcessingResend + NodemailerFirebase Cloud Messaging
L7Data Layer
MongoDB AtlasMongoose ODMAdvanced IndexingAggregation PipelinesOptimized Queries
L8Observability
SentryPostHog

● real-time event stream · Socket.IO rooms · sub-second dashboard updates

AI-Assisted Approval · Risk Engine

Order → Gemini → Classification → Workflow

Every order is scored by Google Gemini and routed through an automated approval workflow based on its risk tier.

OrderGeminiRisk ScoreApproval

LOW

Auto-approved

MEDIUM

Standard review

HIGH

Manager sign-off

CRITICAL

Escalated + held

Core Stack

Node.js · Express
MongoDB · Mongoose
Socket.IO Realtime Engine
JWT + bcrypt Security
Role Permission Matrix
Google Gemini AI
Realtime Dashboard Architecture
Order Tracking Engine
Excel Bulk Import System
Invoice Generation System
Resend Email System
Firebase Push Notifications
Nginx · PM2 · DigitalOcean
Sentry · PostHog
Business Impact

Engineering that moved the business.

BigSams isn't a demo — it runs live operations every day. These are the outcomes I quantify in the engineering ROI reports I present to leadership: a +₹2–5 Cr valuation lift in technical due-diligence, at zero new infrastructure cost.

₹12.6L

Annual savings

Phase-1 engineering · estimated

20×

Faster search

200ms → under 10ms

Faster dashboards

8s → under 1s load

85%

Fewer DB queries

Cached analytics layer

0

Duplicate orders

₹3–12L/yr losses prevented

5000+

Orders & customers

Live daily operations

4

Sales channels

Unified in one system

₹0

New infra cost

Same server, 4× the load

03AI Face Recognition Platform

Identity, verified in milliseconds.

A biometric pipeline that turns a face into a mathematical fingerprint — matched against a vector space for real-time, offline-capable verification.

01

Face

Live capture & detection

02

Embedding

Neural feature vector

03

Matching

Vector similarity search

04

Verification

Identity confirmed

Face Detection
Face Embedding
Face Matching
Similarity Search
Biometric Authentication
Offline Verification
Realtime Verification
Identity Matching
Vector Search Concepts
Featured Project · Currently Building
04NexusERP

A modern ERP platform, inspired by SAP.

An enterprise-grade resource platform unifying finance, supply chain, production and analytics — with a built-in workflow engine, rule engine and AI Copilot.

Modules

01Inventory
02Warehouse
03Procurement
04Sales
05Finance
06Analytics
07Reporting
08User Management
09Role Management
10AI Copilot

Platform Architecture

T1Experience
Web Console
Role-Aware UI
Dashboards
T2Service Layer
Module Services
Workflow Rules
AI Copilot
T3Core Platform
RBAC
Master Data
Audit & Events
T4Data
Relational Store
Reporting Views
Analytics

Build Roadmap

Phase 01

Inventory & Warehouse Core

In Progress

Phase 02

Procurement & Sales

In Progress

Phase 03

Finance & Master Data

Designing

Phase 04

Analytics & Reporting

Designing

Phase 05

AI Copilot

Planned
05How I Think

Systems, not scripts.

The mental models behind every product I build — architecture decisions made before the first line of code.

Scalable Backend Architecture

Modular, middleware-driven services that grow without rewrites.

Realtime Systems

Socket.IO rooms streaming sub-second updates to every client.

RBAC Security Design

20+ roles, permission guards and a secure middleware chain.

Audit Logging Systems

Every state change traced — who, what, when, immutable.

Notification Engines

FCM push, web push and email across one unified pipeline.

AI Systems

Gemini risk scoring, embeddings and RAG-style retrieval.

Cloud Infrastructure

Nginx, PM2 and SSL on DigitalOcean — Prod & UAT environments.

Data Pipelines

Aggregation pipelines, indexing and optimized query design.

06How I Build · 2026

I architect the system. AI accelerates the build.

This is how senior engineers build today — leverage over grunt work. The system design, data models, business logic and integration are mine. AI writes implementation under precise direction, and nothing ships without my review, tests and benchmarks.

Scroll inside to explore

AI is the typewriter — not the author.The architecture, the business logic, the review and the production ownership are all mine. Every algorithm is proven and unit-tested before it ships.

AI in my toolkit

ClaudeGPTGeminiCursor
Production Algorithms & Data Structures

Beyond CRUD.

Not Leetcode — real algorithms running in BigSams production, measured in business impact. 10 live today, 65 mapped across a phased roadmap, powering search, performance, security and logistics optimization.

10

Live in production

65

Mapped roadmap

20×

Faster search

Faster dashboards

0

Duplicate orders

₹12.6L

Yr-1 value (est.)

Search & Matching

Trie Search EngineLevenshtein MatchingBK TreesInverted IndexSuffix ArraysAho-Corasick

Performance & Caching

LRU CacheBloom FiltersSegment TreesSpatial Indexing

Security & Integrity

Token Bucket Rate LimitingMerkle TreesEvent Sourcing

Logistics & Workflow

Order State Graph EngineDijkstra Routing2-Opt Route OptimizationGraph Workflow Validation
07Mobile Applications

Enterprise Achievement & Field-Ops App.

A field-grade Flutter application for a major automotive enterprise — Provider state management, Hive + SQLite offline-first storage, Socket.IO real-time sync, live GPS and biometric security, published on both stores.

9:41 GPS

Achievement App

Live Tracking

Route synced
Biometric verified
Offline ready

Real-time map view

Achievement App — live tracking screen
▶ Play StoreApp Store
Real-time GPS
Biometric Authentication
Offline Support
Socket.IO Sync
Flutter
Provider
Hive
Google Maps
Push Notifications
Play Store Deployment
App Store Deployment

Mobile Engineering

Framework & State

FlutterDartProviderClean Architecture

Local & Offline

HiveSQLiteOffline-FirstBackground Sync

Realtime & Sync

Socket.IOCRDT Conflict-Free SyncLive Updates

Maps & Location

Google Maps SDKGPS TrackingMap ClusteringReal-Time Location

Performance

Virtual ScrollingDebounce + ThrottleIn-Memory Trie Search

Security & Notifications

Biometric AuthFlutter Secure StorageFirebase FCMLocal Notifications
08Technology Ecosystem

The full stack behind production systems.

Technologies, infrastructure, integrations and architecture powering production applications.

ReactNext.jsTypeScriptFlutterNode.jsExpressMongoDBSocket.IOGoogle GeminiFirebaseDigitalOceanNginxPM2ResendSentryPostHogTailwindHiveReactNext.jsTypeScriptFlutterNode.jsExpressMongoDBSocket.IOGoogle GeminiFirebaseDigitalOceanNginxPM2ResendSentryPostHogTailwindHive
HiveTailwindPostHogSentryResendPM2NginxDigitalOceanFirebaseGoogle GeminiSocket.IOMongoDBExpressNode.jsFlutterTypeScriptNext.jsReactHiveTailwindPostHogSentryResendPM2NginxDigitalOceanFirebaseGoogle GeminiSocket.IOMongoDBExpressNode.jsFlutterTypeScriptNext.jsReact

Frontend Engineering

Web

ReactNext.jsTypeScriptViteTailwind CSSFramer MotionGSAPResponsive DesignPWAs

Mobile

FlutterProviderHiveSQLiteLocal NotificationsGoogle Maps SDKBiometric AuthOffline-FirstCross-PlatformAndroid DeployiOS Deploy

Backend Engineering

Node.jsExpress.jsREST API DesignJWT AuthRBACMiddleware ArchitectureRepository PatternService LayerAudit TrailsExcel ProcessingFile UploadPDF GenerationEmail ServicesOTP AuthReal-Time APIsAPI SecurityRate LimitingRequest ValidationError MonitoringBackground Processing

Databases

MongoDBMongooseAggregation PipelinesIndexesQuery OptimizationSchema DesignData ModelingSQLiteHiveLocal Storage

Real-Time Systems

Socket.IOLive NotificationsReal-Time DashboardsLive Order TrackingMission TrackingWarehouse UpdatesInstant SyncCross-Platform Sync

Cloud & Infrastructure

DigitalOcean DropletsDigitalOcean SpacesCDN ArchitectureNginxPM2 ClusterLinux AdministrationSSL ManagementDuckDNSServer DeploymentProduction MonitoringEnvironment ManagementInfra Scaling

Third-Party Integrations

Google Gemini AIFirebase Cloud MessagingFirebase Admin SDKGoogle Maps PlatformResend Email APIDigitalOcean SpacesCDN DeliverySentryPostHog

AI Engineering

Google GeminiRisk Analysis EngineCredit AssessmentBusiness IntelligenceAI Daily BriefingsAI Alert AnalysisPrompt EngineeringBackend AI ProxySecure API RoutingDecision Support

Security Engineering

JWT AuthRBACbcryptOTP VerificationToken ValidationAPI ProtectionPermission MatrixAudit LoggingSecure File UploadSession Security

Enterprise Architecture

130+ REST APIs20+ RolesMulti-WarehouseOrder LifecycleCredit ControlInventoryDispatchLogisticsRoute TrackingCustomer MgmtAudit MgmtAnalyticsSales Hierarchy

Numbers That Matter

0+

APIs Built

0+

RBAC Roles

0+

Orders Managed

0

Production Products

0

Mobile Applications

0

Sales Channels

Certifications

Foundational programs — the production engineering above is the real signal.

MERN Stack Program

Full-stack foundation

AWS Cloud Internship Program

Cloud fundamentals

09 · Contact

Let's build something
extraordinary.

Have a product to architect, a system to scale, or a team to strengthen? I'm one message away.