Available for New OpportunitiesNoida, India • Remote Ready

Building production systems that actually ship.

I’m Aman — Full Stack AI Developer. From WhatsApp FMCG computer vision pipelines processing 50K+ images/month (ITC Limited) to real-time collaborative apps and Chrome extensions.

Explore Projects

FMCG Vision (ITC)

50k+ Imgs/Mo

Chrome Store

Manifest v3

Education

B.Tech AI/ML

workspace://yolo_packaging_detector.py

// Python / FastAPI / YOLOEnterprise FMCG

@app.post("/api/v1/analyze-packaging")
async def analyze_fmcg_packaging(file: UploadFile = File(...)):
    image_bytes = await file.read()
    results = yolo_model.predict(image_bytes, conf=0.85)
    
    # Process FMCG product detection & reward validation for ITC Limited
    detected_skus = [box.cls_name for box in results.boxes]
    await db.rewards.record_submission(sku=detected_skus, status="VERIFIED")
    
    return {"status": "SUCCESS", "detected": detected_skus, "latency_ms": 140}

YOLO Inference: 140ms (Verified)

50,000+ Images Processed / Month

Real-time FMCG packaging detection & automated reward trigger for ITC Limited on AWS RDS.

Selected Works & Case Studies

Enterprise Systems & Shipped Products

Showing 4 of 4 projects

sys://itc-whatsapp

Enterprise System

Computer VisionClient: ITC Limited FMCG

ITC WhatsApp Automation Platform

Enterprise FMCG image analysis and automated reward distribution platform.

50,000+ Images/Month • Real-time Detection

Engineered an automated WhatsApp-based image analysis and rewards platform for leading FMCG brand ITC Limited, processing over 50,000 images monthly with real-time product packaging detection.

ReactFastAPIPythonYOLOAWS RDSMySQLOpenAI VisionTerraform

Company / Case Study

sys://fortza-fraud

Enterprise System

Security & MLEnterprise Client Project

Fortza Fraud Detection Platform

Real-time transaction anomaly scoring and automated risk classification engine.

Sub-100ms Scoring • High Concurrency

Enterprise security and fraud detection pipeline designed to intercept fraudulent transactions and behavioral anomalies in real-time with sub-100ms classification latency.

PythonFastAPIMachine LearningPostgreSQLRedisDockerAWS

Company / Case Study

sys://rdp-access-mfa

Enterprise System

Developer ToolEnterprise Security Tool

RDP Access Control System (MFA)

Enterprise Remote Desktop multi-factor authentication with automated firewall rule management.

Automated Firewall Rules • Full Audit Log

Secure access control system enforcing OTP verification via email before dynamically provisioning temporary Windows Firewall rules for Remote Desktop Protocol sessions.

PythonFlaskMySQLWindows Firewall APISMTPSecurity

Source Code

sys://lendinghands

Enterprise System

FinTech SaaSFinTech Management System

LendingHands: P2P Management System

Complete borrower–lender management interface with real-time loan tracking.

Real-time Loan Tracking • Prisma ORM

Full-stack peer-to-peer lending management dashboard enabling lenders and borrowers to manage loan lifecycles, payment schedules, and automated due reminders.

React.jsTailwind CSSPrismaNode.jsMySQLREST APIs

Source Code

Technical Stack & Architecture

Engineering Capabilities

Total Stack Footprint33+ Techs

Production-tested across enterprise & SaaS codebases.

Domain // 01

Frontend & Browser Engineering

Core Focus: Next.js 15 • React 19 • MV3

Modern, high-performance web applications and browser extensions.

Proficiencies & Frameworks

Next.js 15 (App Router)

React.js / React 19

TypeScript

JavaScript

Tailwind CSS

Chrome Extension APIs (MV3)

WebSockets

Turborepo

Zero boilerplate • Modular & Scalable

v2026.08

Work History & Track Record

Professional Experience

Full Stack AI Developer

Prestanda Consulting•Noida, Uttar Pradesh, India

March 2026 — Present

Leading full-stack AI development and computer vision pipelines for enterprise clients including FMCG brand ITC Limited and Fortza.

Led end-to-end engineering of a WhatsApp image analysis platform processing 50,000+ images/month with automated reward distribution for ITC Limited.

Contributed to YOLO model training, custom dataset annotation, and real-time product packaging detection for FMCG product validation.

Architected Fortza fraud detection anomaly scoring pipeline for transaction risk classification.

Analyzed a 7M+ row MSP dataset using Python and pandas, surfacing critical revenue patterns and customer retention metrics.

Architected a 3-stage image analysis API pipeline using OpenAI Vision for automated property hazard detection.

ReactFastAPIPythonYOLOAWS RDSMySQLTerraformOpenAI Vision

Full Stack Developer

Urgent IT Solution•Noida, Uttar Pradesh, India

July 2025 — March 2026

Delivered full-stack web applications and microservices while leading engineering practices across client projects.

Led development teams across multiple client projects, delivering 10+ new product modules including dashboards and payment gateways.

Standardized engineering workflows: PR automation, code review guidelines, and CI/CD deployment pipelines.

Implemented scalable frontend and backend architectures, boosting platform performance by 80% and functionality by 30%.

Delivered interactive technical demos and prototypes to international clients resulting in recurring contracts.

JavaScriptReactNode.jsMySQLFlaskREST APIs

Let's Connect

Open for New Engineering Opportunities

Based in Noida, India — working globally. Whether you are looking for a Full Stack AI Developer, want to collaborate on computer vision / web products, or discuss an open role, feel free to reach out.

Direct Email

reachoutaman@outlook.com

Schedule 15m Intro

Pick a convenient time slot

GitHub LinkedIn X / Twitter Discord

View Digital CV / Resume