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TrilochanprasadBH/README.md

wave Trilochan Prasad B Hilli

Full Stack Engineer | MERN Stack Specialist | AI SaaS Product Builder

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πŸ‘¨β€πŸ’» About Me

Full-stack engineer building scalable, production-grade web systems end-to-end β€” from architecture and development to deployment and iteration. Specialized in designing and shipping SaaS products with advanced AI/ML capabilities and vector-based retrieval systems.

Core Philosophy: Complete ownership across product design, engineering, infrastructure, and distribution. Focused on clean architecture, performance optimization, and solving entire workflowsβ€”integrating cutting-edge AI techniques like RAG, semantic search, and vector embeddings.


πŸš€ Professional Experience

Full Stack Developer β€” TheBrandWick

Jan 2024 - Present Β· 2 years 5 months | Remote

Architected and delivered features across 4+ international SaaS products, contributing to frontend engineering, REST API design, and client-facing delivery.

Key Achievements:

  • Quoka Platform: Built and shipped 8+ features including FAQ systems and work booking flows using Next.js, achieving 94% Lighthouse performance score
  • VastuWisdom: Led frontend development as tech lead, owned product architecture, managed 2-person engineering team, delivered in 6-week sprint cycle
  • AlexandersFA: Delivered full-stack end-to-end (design β†’ development β†’ deployment β†’ client communication)
  • AllUnity: Independent contributor to client-facing frontend systems in high-trust environment

Tech Stack: Next.js, React, Context API, REST APIs, Node.js, Express.js, MongoDB, Vercel, Netlify


πŸ’‘ Featured Projects & Products

AttemptIQ β€” AI-Powered UPSC Performance Analytics

Full-stack SaaS | Led end-to-end development

Diagnostic analytics platform analyzing real exam performance signals to generate actionable readiness insights using advanced semantic search and vector embeddings.

Impact & Features:

  • Performance Metrics: 2,500+ users, 15,000+ exam attempts analyzed
  • Diagnostic analytics dashboard with deep performance breakdown
  • Pattern-based mistake detection & consistency tracking using RAG-powered insights
  • Readiness scoring (proprietary algorithm with semantic analysis)
  • Mobile-optimized real-time insights dashboard
  • 98% uptime SLA maintained
  • Vector-based question similarity and recommendation engine

Tech: React, Node.js, Express, MongoDB, PostgreSQL, pgVector, LangChain, Chart.js, AWS, OpenAI API


ScoreResume β€” AI Career Intelligence Platform

Full-stack SaaS | Product design through deployment

Transforms resumes into measurable outcomes with AI-powered insights, semantic search, and intelligent document analysis using retrieval-augmented generation.

Impact & Features:

  • User Base: 8,000+ users | Processing Capacity: 50,000+ resume analyses
  • ATS score analysis & resume optimization recommendations powered by LangChain
  • Resume ↔ Job Description matching with gap identification using RAG and vector embeddings
  • AI-powered technical & behavioral interview simulation (10+ interview types)
  • Resume-to-portfolio website generation
  • Job application tracking system with analytics
  • Skill-level tracking with performance feedback loops using semantic search
  • Company culture-fit assessment tool
  • Intelligent document chunking and retrieval system with pgVector

Tech: Next.js, React, Node.js, MongoDB, PostgreSQL, pgVector, LangChain, RAG, OpenAI API, Stripe (payments)


πŸ› οΈ Tech Toolbox

Frontend

HTML5 CSS3 JavaScript React Next.js TypeScript Redux Tailwind CSS Material UI Chakra UI React Router

Backend & AI

Node.js Express.js MongoDB PostgreSQL pgVector LangChain RAG REST APIs OpenAI

Tools & Deployment

Vercel Netlify Heroku AWS GitHub Postman NPM VS Code


πŸ“Š GitHub Stats

GitHub Trophy

Streak Stats

GitHub Stats

Top Languages

⚑ Activity Graph

Activity Graph


πŸŽ“ Key Competencies

  • Full Stack Development: Architecture, design, and deployment of production SaaS applications
  • AI & Machine Learning: LangChain, RAG systems, vector embeddings, semantic search, OpenAI integration
  • Vector Databases: pgVector for similarity search and semantic retrieval
  • Frontend: React, Next.js, modern state management, responsive design, performance optimization
  • Backend: Node.js, Express, REST APIs, database design, system scalability
  • Database: MongoDB, PostgreSQL, vector database design, query optimization
  • DevOps: CI/CD pipelines, cloud deployment (Vercel, Netlify, AWS, Heroku)
  • Product Thinking: Feature prioritization, user analytics, data-driven decisions
  • Team Leadership: Cross-functional collaboration, mentoring junior developers

πŸ“« Let's Connect

Portfolio LinkedIn GitHub Email


🌟 Highlight Stats

Metric Value
Products Built 4+ SaaS platforms shipped to production
Users Impacted 10,000+ across products
Lines of Code 50,000+ lines across projects
Team Led 2+ engineers mentored & managed
Uptime Achieved 98%+ SLA consistency
Code Review Cycle <24 hours average

πŸ’‘ Open to collaborations on scalable web applications, SaaS product development, AI-powered systems, and technical mentoring

Jokes Card


⭐ If you find my work interesting, star some of my repositories!

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