Ramandeep Singh (Raman Singh) Profile Picture
-- 01 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 16 Redux / RTK
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Backend, PERN DBs & Cloud

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

Docker AWS
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C++, OOPs & Competitive Prog.

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

C++ / OOPs 1912 CP Rating
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AI / ML & RAG Pipelines

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

FastAPI ML (RAG)
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-- 02 Top Projects Showcase --

Featured Systems & Applications

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

-- 01 Full-Stack --

Oasian — Full-Stack Application Platform

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

Next.js 16React 19Node.jsExpressTypeScriptMongoDBMongooseRedisReduxTailwind CSS
-- 02 SaaS --

Weavit — Real-Time Interactive Canvas & Workspace

Collaborative interactive workspace monorepo built with Next.js (TypeScript), Redux Toolkit & RTK Query, Clerk auth, Express + Zod APIs, PostgreSQL & Prisma, Docker containers on AWS, and Caddy behind a Turborepo workspace.

Next.js (TS)RTK / RTK QueryClerkExpressZodPostgreSQLPrismaAWSDockerCaddyTurborepo
-- 03 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
-- 04 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
-- 03 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

-- 04 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
-- 05 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 workspace monorepo with Next.js, RTK Query, Clerk, Express, PostgreSQL/Prisma, Docker & Caddy on AWS
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
-- 06 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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