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

Subhadeep Chell
Lead Architect & Full-Stack Crafter
Craftingsoftwarewhereengineeringprecisionmeetseditorialelegance.
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.
Places Where I Would Love to Work
PREFERRED HUBS & TECH ECOSYSTEMS (CLICK FOR ❤️ REACTION)
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.
Engineeredforimpact.Builtforscale.
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.
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.
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.
InteractiveCareerRadar&GeospatialFootprint.
Cognizant
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.
AppliedresearchinWebAPIsecurity&real-timethreatmitigation.
Real-Time Threat Detection and Mitigation in Web API Development
Verifiedindustrycredentials&high-honoraccolades.
Cloud Digital Leader
Google Cloud
IEEE Published Author
IEEE ICEECT 2024
Enterprise Specialist
Cognizant (Kochi & Hyderabad)
Cloud Foundations
Google Cloud
B.Tech in CSE
VIT Chennai
Spring Boot Architect
Java Enterprise Ecosystem
AWS NoSQL Specialist
Amazon Web Services
Cloud Digital Leader
Google Cloud
IEEE Published Author
IEEE ICEECT 2024
Enterprise Specialist
Cognizant (Kochi & Hyderabad)
Cloud Foundations
Google Cloud
B.Tech in CSE
VIT Chennai
Spring Boot Architect
Java Enterprise Ecosystem
AWS NoSQL Specialist
Amazon Web Services

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