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bikash-20/README.md

Hi, I'm Bikash Talukder

Building AI-powered systems that ship

Full-stack and AI engineer · Hackathon finalist · Java intern · Bangla / English / Banglish NLU

GitHub Email


Achievements

  • 🥈 2nd Place, Preliminary Round: bKash presents SUST CSE Carnival 2026 (Codex Community Hackathon). Top 50 of 750+ teams nationwide. Built QueueStorm Investigator in 4.5 hours with Team The Bug Busters (Metropolitan University).
  • 🏁 Finalist: SUST CSE Carnival 2026 Final Round. Built LiquiGuard, a multi-provider liquidity command center with real-time forecasting and anomaly detection. It later evolved into WalletSync.
  • 🏁 Finalist: PSTU National Hackathon 2026. Built PSTU Wallet, a multi-provider mobile money tracker (bKash, Nagad, Rocket).

Experience

Java Development Intern, Codveda Technologies (Aug 2026 – Present) Contributing to Java-based projects across development, testing, and maintenance, with a focus on production-quality standards.

What I Work On

Area Focus
AI systems Hybrid rule-based + LLM microservices, RAG, fine-tuning small models (LoRA/QLoRA), Ollama integration
Edge & cloud Cloudflare Workers, Workers AI, Vectorize, Vercel, Render, Docker, CI/CD
Backend Spring Boot 3, Spring Security 6, FastAPI, Node.js, JWT and Better Auth
Frontend React, Next.js, TypeScript, offline-first PWAs, Bangla localization

Featured Projects

QueueStorm Investigator Safety-first AI microservice that triages customer complaints in Bengali, English, and Banglish. Hybrid rule + LLM design with prompt-injection and phishing guardrails, evidence matching, and idempotency caching. FastAPI · LLM · Render

LiquiGuard Liquidity command center for mobile money providers: 12-minute rolling EWMA forecasting, anomaly detection, and a 60-day indexed analytics layer with live SSE streaming. PostgreSQL · SSE · Forecasting

CENDRIX AI Learning platform with an IDE-grade editor, side-by-side LLM benchmarking, and a D3.js visualization lab. Uses a 3-tier inference fallback (Cloudflare → OpenRouter → Pollinations) and a custom QLoRA fine-tuned TinyLlama. Next.js · D3.js · Workers AI · QLoRA

Healthcare Triage AI Offline-capable, bilingual (Bangla/English) PWA for rural health workers, with voice intake, vitals anomaly detection, prescription OCR, and adaptive LLM triage routing. PWA · OCR · LLM routing

Rentify: AI Car Rental System Spring Boot 3 platform with an AI assistant that queries the database in real time, so answers about fleet, pricing, and revenue come from live data rather than guesses. Java 17 · Spring Boot 3 · Railway

WalletSync Consumer multi-provider mobile money viewer with a persona-aware fee calculator, festival spending forecaster, insights dashboard, and full Bangla localization. React · Bangla i18n

More projects
  • Cognexa AI: Zero-signup AI chat and voice playground with a FastAPI backend, fallback provider chain, and local OCR/PDF extraction. FastAPI · React
  • PSTU Wallet: Multi-provider mobile money movement and balance tracking (bKash, Nagad, Rocket). PSTU Hackathon finalist
  • JARVIS-MK1: Multi-model voice assistant routing across OpenRouter, Gemini, Grok, and Ollama with a TTS pipeline. Python
  • Nocta: Single-file glassmorphic local Ollama chat UI with a full voice pipeline, MIT-licensed. Ollama · JavaScript
  • OpenHospital RMS: Hospital resource and patient workflow management. Spring Boot · Supabase · Vite
  • Coffeeshop E-Commerce: Motion-rich storefront with an edge-optimized RAG assistant. Vite · Vercel
  • Cake E-Commerce: Ordering platform for a home-based cake studio with WhatsApp checkout. React · TypeScript · Tailwind

Tech Stack

Languages & Frontend

Python Java TypeScript JavaScript React Next.js Vite Tailwind CSS

Backend & Data

Spring Boot FastAPI Node.js PostgreSQL MongoDB MySQL

AI / ML

Ollama PyTorch HuggingFace LangChain Workers AI

Cloud & DevOps

Cloudflare Workers Docker GitHub Actions Vercel Render Railway


GitHub Stats

GitHub Stats Top Languages

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  1. 2nd-year-java-project 2nd-year-java-project Public

    A full-stack Car Rental Management System built with Spring Boot 3 and Java 17. Evolved from a JavaFX desktop app into a responsive web platform featuring a 3-layer architecture, H2 persistence, iT…

    Java 2

  2. Coffeshop-E-Commerce-Website Coffeshop-E-Commerce-Website Public

    A high-performance, viral-aesthetic Coffee Shop E-Commerce platform featuring smooth motion design, AI-powered features, and an edge-optimized RAG system. Built with Vite, deployed seamlessly acros…

    JavaScript 1

  3. -multi-provider-mobile-money-balance-viewer-bKash-Nagad-Rocket- -multi-provider-mobile-money-balance-viewer-bKash-Nagad-Rocket- Public

    A production-ready multi-provider mobile money balance management platform for bKash, Nagad & Rocket featuring analytics, forecasting, SMS parsing, reconciliation, budgeting, offline-first PWA, and…

    TypeScript 1

  4. -Daybrief- -Daybrief- Public

    "Daybrief" — Personal Morning Dashboard PWA

    TypeScript

  5. Hospital-Management-System Hospital-Management-System Public

    java+spring-boot hospital management system

    TypeScript

  6. QUANATRA-AI-V2 QUANATRA-AI-V2 Public

    Quantara An AI tutor for CS, math, physics, GRE prep, and code — turning complex ideas into interactive practice, instant explanations, and daily progress. Live app: https://quantara-web-sooty.verc…

    TypeScript 1 1