- Developed and integrated AI-powered features, including Retrieval-Augmented Generation (RAG), into web and mobile platforms
- Automated workflows and enhanced user experience using custom AI models, RAG pipelines, and third-party APIs
- UI & WEB Development using Laravel & Vue CLI
- Engineered AI-driven solutions by integrating OpenRouter and OpenAI APIs
- Integrated AI-driven Images Generation API for various system uses
- Designed and developed workspace management system and time tracking software
- Implemented advanced reporting, role-based access control, and mobile app with React Native
- Managed app deployment for iOS and Android

Suman Thapa
Full Stack Software Engineer | AI Engineer
Summary
Full Stack Developer with 8+ years of experience building and architecting scalable web and mobile applications. Expertise in React.js, Vue.js, Laravel, Django, PHP, modern JavaScript frameworks, REST & GraphQL APIs, and DevOps. Successfully delivered AI-driven features, dynamic dashboards, CRM/ERP systems, and cross-platform solutions.
Tech Stack
Tools of the trade, sorted by discipline.
Programming Languages
Backend Frameworks
Frontend Frameworks and Libraries
UI/UX
Web Services
Databases
DevOps
Tools
Software Testing
Experience
Eight years, five roles of shipped software.
- Developed backend logic and frontend UI for stock market platforms
- Implemented database using PostgreSQL, optimized queries, integrated TradingView charts
- Implemented ML algorithms for stock analysis and built mobile app with React Native
- Oversaw multiple concurrent projects from conception to release, coordinating teams, managing timelines, and delivering features on schedule
- Communicated with stakeholders to gather requirements, define project scope, and prioritize deliverables for engineering teams
- Utilized agile methodologies (Scrum, Kanban) and modern project management tools to ensure transparency and adaptability throughout product development lifecycle
- Architected and managed scalable infrastructures leveraging Cloudflare for CDN, DDoS protection, and load balancing to ensure high availability and global low-latency delivery
- Optimized server and API performance for high-traffic conditions, achieving substantial improvements in page load speed and resource utilization
- Implemented advanced caching strategies and edge rules with Cloudflare Workers to reduce server load and accelerate content delivery
- Monitored and fine-tuned traffic patterns, proactively resolving bottlenecks using observability tools and real-user metrics
- Led rollout and migration strategies to modern cloud platforms, focusing on cost-efficient scalability and maintainability
- Designed robust deployment pipelines for zero-downtime releases and systematic rollback capabilities under peak load
- Ensured platform security and compliance through WAF configurations, SSL/TLS provisioning, and incident response best practices
- Created entire backend logic and frontend UI
- Developed web applications providing news and various tools for the Nepal stock market
- Designed and implemented database structures based on requirements using PostgreSQL
- Integrated and customized TradingView charts for web portals
- Developed and applied various machine learning algorithms for financial data analysis and stock price forecasting, ensuring robust validation and reproducibility
- Utilized proper software management practices, including version control, code reviews, and project documentation
- Implemented and managed DevOps processes for CI/CD pipelines, automated deployments, and environment management
- Configured and optimized website performance and security using Cloudflare and related CDN tools
- Optimized complex database queries for speed and efficiency
- Built and maintained web scraping solutions for data collection
- Learned and developed a mobile app using React Native
Education
- Master of Data Science and Computational IntelligenceCoventry University2023-2025
- Bachelors of Science in Computer Science & Information Technology (BSc. CSIT)Tribhuvan University at Ambition college2016 - 2020
- 10+2 in Science facultyHSEB Board, Nepal at Southwestern State College
- S.L.CNepal Government at Academy Boarding High School
Projects
Selected work — front and back.
RAG Pipe
End-to-end Retrieval-Augmented Generation (RAG) pipeline integrating text chunking, vector database (Pinecone), and OpenAI/LLM-powered question answering for domain documents.
Highlights
- Document splitting and embedding
- Semantic search & document retrieval
- LLM-powered answer generation
- Streaming/support for large files
AI Chatbot
Conversational web chatbot leveraging retrieval and generative AI (RAG) to answer user questions by referencing integrated documentation and knowledge base.
Highlights
- Streaming chat interface
- Supports referencing company docs
- Contextual follow-up questions
- Theming & user identity
Online Discussion Forum Project (Academic)
BSc. CSIT graduate project built on Django, employing various machine learning algorithms (Edit Distance, Naive Bayes Classifier & TF IDF) for text processing.
Custom Dashboard Builder
Drag-and-drop dashboard system with dynamic creation and management of widgets.
Highlights
- Dynamic widget positioning
- Resizable components
- Layout saving to database
- Editable/locked mode
Stock Market Analytics Platform
Live stock tracking and financial analytics system with sophisticated charting and news scraping tools.
Highlights
- Live market updates
- Advanced filtering
- Technical indicators
- TradingView integration
Open Source
Tools built for whoever needs them next.
Stock Market Rag
rag_model
Retrieval-Augmented Generation experiments applied to stock market data.
view repositoryVS Code Project Manager
vscode-easy-project-manager
VS Code extension for quickly switching between and managing projects.
view repositoryJS Injector
chrome-extension-js-injector
Chrome extension for injecting custom JavaScript into any web page.
view repositoryvyro.js
vyro.js
Zero-config Vite plugin for multi-page apps. Drop HTML, React (.jsx/.tsx), or Vue (.vue) files into src/pages/ — each becomes its own standalone page. No route table, no manual entry list. The filesystem is the routing table.
view repositoryAchievements
A running tally of shipped wins.
- 8+ years of IT industry experience in Web/Mobile applications
- Engineered AI-driven solutions by integrating OpenRouter and OpenAI APIs into web applications
- Successfully architected and implemented CRM, ERP, and Billing systems for hospitality sector
- Developed and integrated TradingView charts API within Laravel-based financial apps
- Published multiple production-ready applications
Contact
Interests
The story continues off the page — reach out and let's write the next chapter.
Send a message
Tools
Small utilities built along the way, still in daily use.




