You will get AI content intelligence system with multi-agent workflows
Top Rated
Project details
I build AI systems that go beyond basic LLM outputs and deliver structured, decision-ready intelligence.
What sets this project apart is the multi-agent architecture—instead of relying on a single prompt, the system breaks down analysis into specialized stages like claim extraction, stakeholder identification, incentive mapping, and impact simulation. Each stage produces validated, structured outputs (JSON), making the system far more reliable and usable in real-world applications.
This isn’t a demo or a chatbot wrapper. It’s designed as a production-ready pipeline with:
API-first architecture (FastAPI)
Modular, scalable agent design
Caching and cost-optimized model routing
Clean integration with existing systems
The result is an AI system that doesn’t just tell you what content says—but helps you understand why it exists, who benefits, and what to do about it.
Ideal for businesses building:
AI-powered products
market intelligence tools
internal decision-support systems
If you’re looking for applied AI that actually works in production, this is built for that.
What sets this project apart is the multi-agent architecture—instead of relying on a single prompt, the system breaks down analysis into specialized stages like claim extraction, stakeholder identification, incentive mapping, and impact simulation. Each stage produces validated, structured outputs (JSON), making the system far more reliable and usable in real-world applications.
This isn’t a demo or a chatbot wrapper. It’s designed as a production-ready pipeline with:
API-first architecture (FastAPI)
Modular, scalable agent design
Caching and cost-optimized model routing
Clean integration with existing systems
The result is an AI system that doesn’t just tell you what content says—but helps you understand why it exists, who benefits, and what to do about it.
Ideal for businesses building:
AI-powered products
market intelligence tools
internal decision-support systems
If you’re looking for applied AI that actually works in production, this is built for that.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Enhanced Classification, AIOps, Natural Language Generation, Sequence ModelingAI Development Language
PythonAI Tools
Azure OpenAIAI Models
GPT-4, GPT-Neo, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$250
|
Standard
$700
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 5 days | 9 days | 14 days |
Number of Revisions | 1 | 3 | 7 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | - | |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | |
Model Documentation | - | - | |
Model Monitoring | - | - | |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code | - |
Optional add-ons
You can add these on the next page.
UI dashboard
+$100
Real-time data integration
+$150
Custom domain tuning (legal, finance, etc.)
+$200Frequently asked questions
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AG
Anuradha G.
Feb 25, 2026
Senior Mobile Architect (Kotlin Multiplatform + Flutter)—Stealth Product
Working with Amit was a game-changer for our stealth launch. They didn't just write code; they built the entire technical DNA of the product. Their deep expertise in both Flutter and KMP allowed us to make an informed, long-term decision with confidence. They designed a production-grade foundation using Stitch UI and Flutter that is perfectly modular and ready for a multi-developer team. If you need a co-founder level architect who can explain complex tradeoffs and build for million-user scale, hire them
AR
Adam R.
Jan 28, 2026
Flutter MVP
Amit was wonderful I would not hesitate to recommend
CC
Chit Siang C.
Nov 2, 2016
Revamp UX/UI for Mobile App
Amit delivered good work on this Android project and I really enjoyed working with him at Malaysia. His skills were reasonably strong and meeting my expectation. I enjoyed working with Amit and will likely have additional jobs for him in the future.
NB
Nicholas B.
Aug 9, 2016
Android developer needed for quick fixes
Amit is extremely flexible and available to fix any issues in your Android applications. We've used him for two years, and will continue to do so.
JK
Justin K.
Dec 2, 2015
Update for iOS App
Amit did a great job, always happy with his work and the effort he puts in to make sure that the project exceeds expectations. Would highly recommend!
About Amit
Senior Mobile Engineer | Flutter | Kotlin | React Native | KMP
100%
Job Success
Chandigarh, India - 3:24 am local time
I’m a mobile-focused product engineer with 11+ years of experience building, shipping, and scaling Android, iOS, Flutter, and Kotlin Multiplatform apps for startups and product teams worldwide.
I don’t just write code—I help founders turn vague ideas into working products, fix failing MVPs, and take apps from zero → store launch → monetization. I’ve built consumer apps, AI-powered tools, privacy-first platforms, and large-scale production systems used globally.
If you need someone who can own mobile execution end-to-end—architecture, UI, integrations, performance, and launch—you’re in the right place.
What I Do
* Build mobile-first MVPs using Flutter or Kotlin Multiplatform
* Develop production-grade Android & iOS apps (Jetpack Compose, Swift interop where needed)
* Architect shared business logic, offline-first data layers, and scalable app foundations
* Integrate AI features directly into mobile apps (OpenAI, Gemini, Firebase ML, on-device ML)
* Design monetization flows (subscriptions, IAPs, AdMob, RevenueCat)
* Handle Firebase, push notifications, auth, analytics, and CI/CD
* Step in to rescue stalled or poorly built apps and bring them to launch
What Sets Me Apart
✅ 11+ years building real products—not demos
✅ Founder mindset: I optimize for speed, clarity, and business outcomes
✅ Deep mobile specialization (not a generalist pretending to be mobile)
✅ Proven experience with AI-powered mobile features in live apps
✅ Comfortable working solo or alongside founders, designers, and backend teams
✅ Clear communication, proactive updates, and zero hand-holding required
I’ve worked with clients and teams across India, the US, Europe, Australia, and Singapore, and I’m used to async, remote-first collaboration.
Selected Work (Real Apps, Live Users)
Safe2Marry – Legal & risk-awareness mobile platform
* Flutter-based cross-platform app with Firebase + AI integrations
* AI-powered legal roadmaps, calculators, and content summarization
* Built subscriptions, analytics, and community features from scratch
Actionz (The Magic Word) – AI-powered life guidance app
* Kotlin Multiplatform with shared UI & business logic
* OpenAI-driven insights, notifications, and habit nudges
* Designed for fast iteration and experimentation
Josh.ai – Privacy-first smart home platform
* Senior Android Engineer on a production AI/NLP system
* Migrated legacy Java → Kotlin, rewrote core UI and architecture
* High-performance real-time systems using WebSockets and Coroutines
Scantrust – Anti-counterfeit & secure QR scanning
* Kotlin-based Android app used by global brands
* Camera, security, and performance-critical features
* Reduced technical debt and enabled future ML capabilities
(Details available on request or via portfolio links.)
Tech Stack (Focused, Not Bloated)
Mobile
* Flutter, Kotlin Multiplatform (KMP)
* Android SDK, Jetpack Compose
* iOS integrations where required
AI / Intelligence
* OpenAI, Gemini
* Firebase ML, TensorFlow Lite
* On-device & cloud-assisted AI features
Backend & Infra (Mobile-Centric)
* Firebase (Auth, Firestore, Functions, Analytics)
* REST APIs, WebSockets
* CI/CD: Codemagic, Fastlane, GitHub Actions
Monetization
* RevenueCat, In-App Purchases
* AdMob, subscription systems
How Clients Typically Use Me
* “Build my MVP fast, but properly”
* “Fix this app and get it ready for launch”
* “Add AI features to an existing mobile product”
* “Own mobile while we focus on business”
If that sounds like what you need, we’ll work well together.
Final Note
I’m selective about projects. I work best with founders and teams who value clean execution, honest timelines, and long-term thinking over quick hacks.
If you’re building something meaningful and want a senior mobile engineer who can think like a product owner—let’s talk.
Steps for completing your project
After purchasing the project, send requirements so Amit can start the project.
Delivery time starts when Amit receives requirements from you.
Amit works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Review & Scope Alignment
Review your inputs, use case, and goals Clarify output expectations and success criteria Finalize scope, architecture, and delivery plan
System Design & Architecture
Define agent workflow (pipeline stages) Design input/output schemas (JSON structure) Plan model usage and integrations