Ram Mohan
Full-Stack AI Engineer with 2+ years shipping production MERN apps, LLM agents, and RAG pipelines for enterprise & edtech platforms. Pursuing M.Tech in AI & Data Science at IIT Patna.
About Me
Passionate about building scalable systems and pushing the boundaries of what's possible with AI
I'm a full-stack engineer with 2+ years of hands-on experience shipping production MERN applications and AI/RAG-powered features for enterprise and edtech products.
Currently pursuing my M.Tech in AI & Data Science at IIT Patna, I bridge the gap between cutting-edge research and real-world engineering. I've built AI-powered internal tools using LangChain, OpenAI APIs, and vector databases, and architected scalable ERP systems serving hundreds of concurrent users.
Beyond code, I've mentored 1000+ developers and conducted 50+ corporate training sessions, helping aspiring engineers build industry-ready skills.
Engineering Leadership & Technical Mentorship
Architecting industry-aligned engineering curricula, leading high-impact bootcamps, and training 5,000+ developers for production excellence.
Applied AI & GenAI Systems
Conducting advanced masterclasses on production RAG pipelines, LLM agents, LangChain orchestration, vector search indexing, and prompt engineering for enterprise AI products.
Enterprise MERN & Next.js Architecture
Architecting structured curricula covering advanced JavaScript, Next.js 15, state management, RBAC security, RESTful microservices, and high-concurrency DB optimization.
System Design & Algorithm Engineering
Guiding developers through complex data structures, competitive programming, high-scale system design principles, and mock technical interview evaluations.
DevOps & Cloud Infrastructure
Leading hands-on sessions on containerization with Docker, AWS cloud deployments (EC2/S3), automated CI/CD pipelines, and web performance optimization.
Classroom Platforms & Training Environments
Production platforms, code evaluation engines, and learning systems engineered and utilized during mentorship
Live Technical Classroom & Real-Time Code Execution
Interactive live lecture sessions with integrated Judge0 code execution engine and real-time student evaluation.
Code For Mode — Custom Learning Management System
Proprietary LMS built and deployed for delivering corporate training, assessments, and tracking student coding velocity.
Developer Analytics & Telemetry Dashboard
Metric-driven tracking of student placement readiness, code review benchmarks, and technical assignment progress.
Applied GenAI & Agentic AI Workshop
Specialized workshops demonstrating live RAG chatbot creation, vector search, and LLM agent integration.
Technical Stack & AI Capabilities
State-of-the-art AI frameworks, full-stack web technologies, and cloud tools I specialize in
AI & Generative AI
Core FocusLanguages
Frontend Development
Backend & Database
Cloud & DevOps
System Architecture
Tools & Utilities
Experience & Education
My professional journey building products and mentoring developers
Senior Technical Trainer
- Training 1000+ students in MERN Stack (React, Node.js, MongoDB) with industry-level project-based learning.
- Designed structured curriculum covering advanced JavaScript, system design, and real-world application development.
- Mentored students for technical interviews, improving placement readiness and problem-solving skills.
- Led hands-on sessions on full-stack development, API design, and database optimization.
Full Stack Engineer - I
- Engineered scalable MERN applications, optimizing performance and reducing load times by 40%.
- Mentored 500+ developers on React, Node.js, and system design best practices.
- Architected modular REST APIs and reusable UI components for enterprise-level stability.
- Streamlined deployment workflows using Docker, Git, and automated CI/CD pipelines.
Software Engineer (Full Stack & AI)
- Developed full-stack features and integrated AI-driven modules for enhanced UX.
- Optimized MongoDB schemas and RESTful APIs to handle high-concurrency traffic.
- Managed end-to-end deployment on AWS and integrated secure payment gateways.
M.Tech in Computer Science (AI & Data Science)
- Specializing in Artificial Intelligence, Machine Learning, and Data Science.
- Research focus on RAG systems, NLP, LLM agents, and scalable ML pipelines.
Featured Projects
Production AI systems, scalable web applications, and enterprise solutions
Code For Mode — AI-Powered EdTech & Code Execution Platform
Engineered a scalable full-stack learning platform with dedicated interfaces for admins, trainers, and students. Integrated Judge0 CE API for real-time code execution and automated grading. Built stateless backend with JWT auth handling high concurrent traffic. Implemented real-time batch community chats with Socket.io and YouTube Live API for streaming classes.
Kodu ERP — Enterprise Management System
Designed and deployed a high-concurrency ERP on AWS supporting 100+ active users with 99.9% uptime. Architected 35+ secure RESTful endpoints with JWT auth and fine-grained RBAC. Improved DB query performance by 30% via strategic MongoDB indexing. Reduced storage costs by 60% through Cloudinary API integration.
AI Agentic RAG System & Intelligent Document Processing
Built AI-powered internal tools using LangChain, OpenAI APIs, and vector databases, cutting manual content-review time by 50%. Designed and shipped custom RAG pipelines and agentic workflows integrated into full-stack web applications.
IIT Patna Alumni Connect & Networking Portal
Full-stack platform built for IIT Patna alumni network featuring secure authentication, mentorship matching, event management, and job portal integration.
Let's Build AI & Full-Stack Systems Together
Looking for a Full-Stack Engineer specializing in AI Systems, LLM Agents, and Scalable Cloud Architectures? Let's connect and discuss your next big project!