SUBHADEEP CHELL2026 ARCHITECTURE
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INITIATING SYSTEM ARCHITECTURE...
PORTFOLIO OS // 2026 EDITION
OPEN TO SELECT PROJECTSHIGH IMPACT ADVISORY

Buildingsoftwarewhereengineeringprecisionmeetseffortlessdesign.

Engineering high-performance web products, resilient backend architectures, and intelligent agentic AI systems that turn complexity into effortless user experiences.

Subhadeep Chell - Senior Software Engineer
SUBHADEEP // IN THE ZONECKC • 2026

Subhadeep Chell

Lead Architect & Full-Stack Crafter

COGNIZANT
ENGINEEREDZero Lag • 60fps
• VERIFIED DEV • AWWWARDS SPECIMEN •
REC-ID: SC//2026-HQ
SCROLL TO DISCOVER
Java
Spring Boot
React
TypeScript
Python
Next.js
AWS DynamoDB
MySQL
PostgreSQL
Docker
LangChain
FastAPI
Selenium WebDriver
Figma UI/UX
Java
Spring Boot
React
TypeScript
Python
Next.js
AWS DynamoDB
MySQL
PostgreSQL
Docker
LangChain
FastAPI
Selenium WebDriver
Figma UI/UX
Figma UI/UX
Selenium WebDriver
FastAPI
LangChain
Docker
PostgreSQL
MySQL
AWS DynamoDB
Next.js
Python
TypeScript
React
Spring Boot
Java
Figma UI/UX
Selenium WebDriver
FastAPI
LangChain
Docker
PostgreSQL
MySQL
AWS DynamoDB
Next.js
Python
TypeScript
React
Spring Boot
Java
// ABOUT & PHILOSOPHY

Craftingsoftwarewhereengineeringprecisionmeetseditorialelegance.

SOFTWARE ENGINEER & AI RESEARCHER High Impact

Hi, I'm Subhadeep Chell.

Currently driving full stack enterprise microservices and cloud engineering at Cognizant. I specialize in building end-to-end full stack web platforms, distributed backend microservices, and applied AI systems.

My approach combines Apple's design philosophy—where every layout breathes with intentional whitespace—with the raw performance and developer ergonomics of Linear and Vercel.

0
CGPA (VIT Chennai)
0
IEEE Published Paper
AVAILABLE FOR ADVISORY & KEY ROLESCOLLABORATE

Places Where I Would Love to Work

PREFERRED HUBS & TECH ECOSYSTEMS (CLICK FOR ❤️ REACTION)

KOLKATACCUCulture, AI Hubs & Innovation Base
HUBS: DGP • CCU • BLR • HYD • MAA • BOM • BBI OPEN TO HUBS

Architectural Rigor

Designing resilient microservices with Java Spring Boot and Node.js that handle high traffic without breaking a sweat.

Full Stack Craftsmanship

Bridging low-latency backend systems with fluid Next.js and React user interfaces that look expensive and run at 60fps.

Agentic AI Systems

Leveraging RAG vector search, LangChain agents, OpenAI, and Gemini to build self-healing software products.

Proactive API Security

Applying deep academic research on zero-day API threat detection to keep enterprise data assets secure.

// FEATURED PRODUCTS & LAUNCHES

Engineeredforimpact.Builtforscale.

[01 // 03]AI Platform
QueryLens AI
SYS//ARCH-V15LATENCY: <15ms
INSPECT CASE STUDY

QueryLens AI

Schema-Aware Conversational AI for Query Generation & Grounded Validation

Built a schema-aware conversational AI using fine-tuned GPT-4, LangChain, and FAISS-based retrieval to accurately generate and validate SQL and Pandas queries directly from natural language.

LangChain
Core AI Framework
FAISS
Vector Retrieval
FastAPI
Backend Engine
ReactJavaScriptPythonFastAPI+6 more
DEEP DIVE SPEC
[02 // 03]Full Stack
BrandFlow
SYS//ARCH-V15LATENCY: <15ms
INSPECT CASE STUDY

BrandFlow

Role-Based Product Lifecycle & Marketing Campaign Management System

Engineered a role-based full-stack enterprise management platform using React and Java Spring Boot REST APIs to streamline product lifecycles, marketing campaigns, and inventory analytics.

Spring Boot
Backend Tech
RBAC
Security Model
MySQL
Database
ReactJavaScriptNode.jsJava+5 more
DEEP DIVE SPEC
[03 // 03]Machine Learning
BookFlow
SYS//ARCH-V15LATENCY: <15ms
INSPECT CASE STUDY

BookFlow

Multi-Agent Hybrid Recommendation Engine with Sentiment-Driven BERT

Designed a hybrid recommendation engine utilizing a PyTorch reinforcement-learning agent, Flask backend, and Hugging Face BERT to deliver personalized, sentiment-driven book suggestions.

BERT + PyTorch
Model Core
Multi-Agent RL
Architecture
Flask
API Backend
PythonFlaskSQLAlchemyPyTorch+3 more
DEEP DIVE SPEC
// GLOBAL WORK EXPERIENCE & REGIONAL DISPATCH

InteractiveCareerRadar&GeospatialFootprint.

KOCHI / IST: LIVE
CLICK ANY EXPERIENCE TO ZOOM IN
GLOBAL OVERVIEW // WORLD MAPGRID: ORTHOGRAPHIC 10°
1 PRESENT ON-SITE
Kochi, Kerala, India
COORDINATES: LAT 9.93° N • LNG 76.26° E
Full-Time (On-Site)
Nov 2025 — May 2026
Kochi, Kerala, India

Cognizant

Programmer Analyst Trainee - Full-Time (On-Site)
DynamoDB GSI
Cloud Database
Microservices
Architecture
Skillspring
Platform Core

Key Deliverables & Systems Impact

  • Completed full-stack enterprise training in Java, Spring Boot, React, MySQL, AWS NoSQL, and Docker.
  • Resolved accessibility bugs across Admin, Learner, and Main React repositories for Cognizant Skillspring platform.
  • Developed clean-architecture backend microservices (User, Course Management, Event Scheduler) according to business requirements, ensuring seamless frontend integration.
  • Configured AWS DynamoDB schemas and mock data, implementing Global Secondary Indexes (GSIs) to resolve API errors.
  • Streamlined Agile workflows using Git/GitHub, raising rigorously documented PRs to accelerate QA testing.
Technologies & Infra:
JavaSpring BootReactMySQLAWS DynamoDBDockerGitAgile
// ACADEMIC DOSSIER & RESEARCH MANUSCRIPT

AppliedresearchinWebAPIsecurity&real-timethreatmitigation.

IEEE ICEECT 2024 PUBLICATION
IEEE XPLORE PROCEEDINGSICEECT 2024 • CONFERENCE
PEER REVIEWED
AUTHENTIC MANUSCRIPT // REAL-TIME THREAT MITIGATION

Real-Time Threat Detection and Mitigation in Web API Development

Author: Subhadeep ChellVIT Chennai & CognizantDOI: 10.1109/ICEECT61413.2024.10651811
<4.2ms
Inspection SLA
99.4%
Precision Rate
OWASP API
Standard
Click to unfold scrapbook research dossier
• IEEE ICEECT 2024 • ARCHIVED •
// HALL OF FAME • HEXAGONAL TROPHY VAULT

Verifiedindustrycredentials&high-honoraccolades.

8-BIT RETRO SFX ACTIVE
7 TROPHIES (100%)
LEGENDARY

Cloud Digital Leader

Google Cloud

+1200 XP
MYTHIC

IEEE Published Author

IEEE ICEECT 2024

+2000 XP
PLATINUM

Enterprise Specialist

Cognizant (Kochi & Hyderabad)

+1500 XP
EPIC

Cloud Foundations

Google Cloud

+850 XP
DIAMOND

B.Tech in CSE

VIT Chennai

+1800 XP
MASTER

Spring Boot Architect

Java Enterprise Ecosystem

+1350 XP
LEGENDARY

AWS NoSQL Specialist

Amazon Web Services

+1400 XP
LEGENDARY

Cloud Digital Leader

Google Cloud

+1200 XP
MYTHIC

IEEE Published Author

IEEE ICEECT 2024

+2000 XP
PLATINUM

Enterprise Specialist

Cognizant (Kochi & Hyderabad)

+1500 XP
EPIC

Cloud Foundations

Google Cloud

+850 XP
DIAMOND

B.Tech in CSE

VIT Chennai

+1800 XP
MASTER

Spring Boot Architect

Java Enterprise Ecosystem

+1350 XP
LEGENDARY

AWS NoSQL Specialist

Amazon Web Services

+1400 XP
Taking the stage & mentoring young builders 🎤⚡
// BEYOND THE CODEBASE • HUMAN AT HEART

IntotheLifeofSubhadeep.

Software is what I craft, but stories, connections, and shared laughter are what I live for. Here is a glimpse into the people, friend circles, mentorship workshops, and everyday adventures that keep me inspired.

PREVIEW: 3 FEATURED STORIESCLICK EXPLORE FOR ALL 11 MOMENTS
DIRECT ACCESS // INBOX OPEN

Let'sbuildsomethingextraordinarytogether.

Have a project in mind, an architectural challenge to tackle, or an engineering role? Drop me a message below.

Subhadeep ChellONLINE

“Hey There! Let’s connect. Drop your thoughts here.” 👋

I read every message and respond promptly within 24 hours.

Subhadeep Chell
Subhadeep Chell
Full Stack Engineer & AI Specialist
AVAILABLE
Kochi, IN / Remote© 2026 ARCHIVE
subhadeep.chell1028@gmail.com

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