Ramandeep Singh (Raman Singh) Profile Picture
Full-Stack & AI Systems Engineer

Hi! I'm Raman Singh — Software Engineer & Builder

Building high-performance applications across MERN, PERN, Python & ML stacks. 2+ years engineering 10+ production projects with a 1912 LeetCode CP rating.

2+ Years
Building Software
10+ Projects
Built & Shipped
MERN • PERN • ML
MERN, PERN & Python Stacks
1912
LeetCode CP Max Rating

Full-Stack & MERN Engine

MERN Stack, Next.js 16, TypeScript, Redux & RTK — reactive, sub-second web applications.

Next.js 16Redux / RTK
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Backend, PERN DBs & Cloud

PERN Stack, PostgreSQL, Prisma, Redis, AWS & Docker — high-concurrency microservices.

PERN StackDocker & AWS
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C++, OOPs & Competitive Prog.

C++, Object-Oriented Design, Data Structures & Algorithms — peak rating of 1912 on LeetCode.

C++ / OOPs1912 CP Rating
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AI / ML & RAG Pipelines

Python, FastAPI, RAG building & Vector DBs — context retrieval & autonomous workflows.

FastAPIML (RAG)
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Top Projects Showcase

Featured Systems & Applications

Production-grade systems built by Raman Singh — spanning full-stack startups, developer tools, and AI RAG pipelines.

Full-Stack

Oasian — Full-Stack Application Platform

Production web application engineered with MERN stack, Next.js 16 App Router, TypeScript, Redux Toolkit, PostgreSQL & Redis caching. Features high-speed server response SLA, JWT auth, and animated responsive dashboards.

Next.js 16React 19Node.jsExpressTypeScriptPostgreSQLPrismaRedisReduxTailwind CSS
SaaS

Velor — Cloud Infrastructure & Execution Engine

High-throughput cloud management console and project engine powered by Express microservices, Prisma ORM, Redis rate limiters, Docker containerization, and automated CI/CD pipeline automation.

Express.jsNode.jsDockerPostgreSQLPrismaRedisTypeScriptTailwind CSS
SaaS

Weavit — Real-Time Interactive Canvas & Workspace

Collaborative interactive web workspace built with React 19, HTML5 Canvas, WebSockets pub/sub, custom state synchronization, and sub-16ms fluid canvas frame rates.

React 19TypeScriptWebSocketsHTML5 CanvasReduxTailwind CSS
AI/ML

Vector ML & Autonomous RAG Intelligence Engine

Production AI microservice platform using Python FastAPI, Vector Embeddings (ChromaDB), LangChain LLM context pipelines, and Pydantic async validation for enterprise data retrieval.

PythonFastAPIRAG EngineVector DBOpenAI APILangChainDockerLinux
Role Competencies & Practical Skillset

What I Can Build & Deliver

Production-proven competencies recruiters and clients look for across full-stack development, backend security, database indexing, and AI microservices.

Full-Stack & Frontend Development

Responsive Design & Modern UI

Pixel-perfect responsive layouts, dark glassmorphic themes, mobile optimization & micro-animations

Fully Functional Web Apps

End-to-end MERN/PERN platforms, Next.js 16 App Router, dynamic routing & client-side state handling

State Management (Redux / RTK)

Centralized store architecture, Redux Toolkit slices, RTK Query automated caching & optimistic updates

SEO & Web Performance SLA

Technical SEO meta strategy, SSR/SSG rendering, OpenGraph tags, Lighthouse 95+ audit & sub-second LCP

Backend, Security & Database Engineering

Authentication & Authorization

JWT session management, OAuth 2.0 logins, Role-Based Access Control (RBAC), bcrypt & secure HTTP cookies

RESTful APIs & Microservices

High-throughput Express/Node.js architecture, custom middleware pipelines & OpenAPI specs

Database Indexing & Query Tuning

PostgreSQL B-Tree indexing, schema ERDs, Prisma ORM relation mapping, query optimization & pooling

Caching, Rate Limiting & Security

Redis sliding-window rate limiters, session caching, DDoS mitigation, CORS & headers security

System Architecture & Algorithmic Rigor

Object-Oriented Programming (OOPs)

SOLID design principles, inheritance, polymorphism, encapsulation, abstraction & design patterns

Data Structures & Algorithms

Advanced Graph algorithms, Dynamic Programming, Trees, Heap management & time/space optimization

Competitive Problem Solving

1912 Peak CP contest rating on LeetCode (Raman_Khiva) with top-rank timed problem solving

C++ Memory & System Performance

Modern C++ (C++17/20), Standard Template Library (STL), memory management pointers & sub-40ms execution

AI / ML, Linux & Infrastructure

Linux System & Remote Machine Admin

Power user in Ubuntu/Debian Linux, SSH remote machine administration, systemd processes, Bash scripting & firewall rules

AI ML RAG & Vector Indexing

Retrieval-Augmented Generation, vector similarity search, document chunking & LLM context injection

Python & FastAPI Microservices

Async Python pipelines, Pydantic validation, streaming token endpoints & background task queues

Cloud Infrastructure & Containerization

AWS EC2/ECS remote hosting, Docker builds, Nginx reverse proxy & SSL domain configs

Tech Stack & Tooling

Technologies & Tools I Know

Categorized inventory of tools, languages, databases, and frameworks used across 10+ shipped production projects.

Frontend & UI

React 19
Next.js 16 (App Router)
TypeScript
Redux & RTK Query
Tailwind CSS v4
HTML5 Canvas
WebSockets Client
JavaScript (ES6+)

Backend & APIs

Node.js
Express.js
FastAPI (Python)
RESTful Microservices
AuthN / AuthZ (JWT & OAuth)
WebSockets & Pub/Sub
Role-Based Access (RBAC)
OpenAPI / Swagger

Databases & Caching

PostgreSQL
MongoDB
Prisma ORM
Redis (Cache & Rate Limiter)
Vector DBs (Chroma/FAISS)
B-Tree Index Tuning
SQL Query Optimization

DevOps, Linux & Remote Admin

Linux Systems & Administration
Remote Machine Admin (SSH)
Headless Server & Systemd
Docker & Compose
AWS (EC2, ECS, S3)
Git & GitHub Actions
Vercel Edge Deployments
Nginx Reverse Proxy
CI/CD Automations

Languages & Core Systems

C++ (C++17/20 & STL)
Python 3
TypeScript
JavaScript
SQL
LeetCode CP
Object-Oriented Design (OOPs)

AI & ML Systems

RAG Architecture
Vector Embeddings & Search
LangChain / LLM Chains
OpenAI & OpenRouter APIs
Pydantic Async Schemas
Document Context Retrieval
Track Record & Milestones

Experience & Key Achievements

A proven history of building scalable web apps, AI pipelines, and solving complex algorithmic challenges.

Full-Stack & AI Systems Engineer

Oasian & Independent Systems • Remote
2024 — Present

Built Oasian full-stack startup application alongside AI ML RAG retrieval engines, high-concurrency Node.js APIs, and Next.js 16 platforms.

Engineered Oasian startup full-stack web application with MERN stack & Next.js 16 App Router
Developed Python FastAPI RAG retrieval pipeline with Redis caching & vector search
Achieved sub-40ms response latency across production backend services
MERN StackPERN StackPython StackML StackFastAPIRedisPostgreSQL

Full-Stack Engineer & Product Builder

Velor Engine & Weavit Canvas • Remote
2023 — 2024

Built Velor automated developer project management platform and Weavit real-time collaborative workspace canvas.

Engineered Velor project management engine with Prisma ORM and GitHub commit webhook synchronization
Created Weavit real-time interactive workspace canvas using React, Redux Toolkit & WebSockets
Shipped 10+ full-stack production projects over 2+ years of active development
Next.jsReactRedux/RTKPrismaPostgreSQLDockerWebSockets

Competitive Programmer & Algorithmic Specialist

LeetCode & Global Platforms • Global Platforms
2+ Years Active

Architected high-performance systems in C++ with OOP principles and achieved a peak rating of 1912 on LeetCode.

Solved algorithmic challenges across Dynamic Programming, Graphs, Trees, and System Architecture
Achieved peak Competitive Programming rating of 1912 on LeetCode (Raman_Khiva)
Mastered C++, OOP principles, memory management, and time/space complexity optimization
C++OOPs1912 Max CP RatingMERN StackPERN StackML StackPython Stack
Let's Connect

Get in Touch with Raman Singh

Whether you need a full-stack MERN/Next.js web application, an AI ML RAG pipeline, or algorithmic problem solving — feel free to reach out directly.

Direct Email
ramandeep01167@gmail.com

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