Senior AI-Native Developer · LLM integration · Frontend & Backend · Scientific Computing & HPC · Mathematical Programming
7+ years Senior Software Engineer building production systems across frontend, mobile, backend, and realtime communication — and an M.Sc. in Computational Materials Science with hands-on FEM simulation research. I work across the full stack, apply AI-native development workflows daily (Claude, GPT, Gemini), and build scientific computing projects in Rust from first principles.
I am not limited to one domain — I can deliver across:
| 🤖 AI-Native Development — Claude, GPT, Gemini, MCP, prompt engineering, multi-model workflows, Software architecture | 🔬 Computational / HPC — FEM (MATLAB + Rust), MD, DEM, Monte Carlo, HPC solvers from scratch |
| 🖥️ Frontend — React, TypeScript, JavaScript, Angular, Redux, Redux-Saga, Apollo GraphQL, Flutter, React native | ⚙️ Backend — Node.js, Axum (Rust), PostgreSQL, Redis, MongoDB, WebSocket, WebRTC |
| 📱 Mobile — Flutter · React Native · Redux · Drift/SQLite · offline-first · flutter_rust_bridge FFI | ☁️ Cloud & DevOps — AWS, Docker,Azure, BitBucket, GitHub Actions CI/CD |
| 🤖 Backend AI Engineering — FastAPI · Uvicorn · RAG pipelines · Vector search (cosine similarity) · Pydantic v2 · SQLAlchemy 2.0 (async) | ⚡ Production Patterns — asyncpg · Alembic migrations · pytest-asyncio · slowapi rate limiting · Cost tracking · Redis caching · pgvector |
Production AI/LLM services — FastAPI backends, Claude/GPT integration, cost tracking, and intelligent workflows.
| 🔍 Code Review Assistant — Real-time Reviews with Tool Calling | FastAPI · WebSocket · Claude API · PostgreSQL · Redis · Docker | Real-time streaming code reviews · manual tool-calling loop · documentation lookup · style guide checking · production-ready |
| 🎟️ Ticket Classifier — Claude LLM Integration | FastAPI · Claude API · PostgreSQL · Redis · Docker | Automatic ticket classification · suggested responses · cost tracking · Redis caching · production-ready API |
| 📄 Scientific Paper Q&A — Full RAG Pipeline | FastAPI · pgvector · Claude API · embeddings · ragas evals · Docker | Complete RAG system · PDF ingestion · semantic chunking · vector search · grounded answers with citations · eval framework in CI |
| 🔬 Research Synthesis Agent — Hybrid Search + Multi-Doc Planning | FastAPI · pgvector · BM25 · Agent Planning · Claude API · Langfuse · ragas | Hybrid search (vector + keyword) · multi-document agent orchestration · parallel retrieval · cross-document synthesis · agent tracing · advanced evaluation |
| 🧠 AI Learning Companion — LangGraph State Machine | FastAPI · LangGraph · Claude API · pgvector · DeepEval · Haiku Fallback · Redis | 3-agent state machine (Responder + Assessor + Recommender) · persistent learning state · cost-driven model fallback · DeepEval CI gates · production reliability |
Production-grade web, realtime and cloud systems — frontend, backend, and realtime engineering.
| 🏦 Microfinance Platform (MFI) | Node.js · Express ·python. PostgreSQL · React/next js frontend | Loan lifecycle, auditing, python calculation engine, production-ready workflows |
| 💼 Job Board Platform | React · Node.js · Apollo/GraphQL · MongoDB | Realtime job postings, search, recruiter workflows, analytics |
| 🔁 Task Management — Realtime | WebSocket · Redis · React · Node.js | Realtime collaboration, presence, conflict resolution, offline sync |
| ⚙️ Angular + Node.js Starter | Angular · Node.js · Express | Enterprise-ready starter with auth, routing, and API integration |
| ☁️ AWS EC2 / Lambda / S3 — Hybrid Cloud | AWS EC2 · Lambda · S3 · API Gateway | Hybrid cloud patterns, serverless APIs, asset hosting and deployment |
| 🔗 URL Shortener — Vue.js | Vue.js · Node.js · MongoDB | Simple, fast URL shortening service with analytics and link management |
| 📊 Expense Tracker — Vue.js | Vue.js · Node.js · SQLite/Postgres | Expense tracking, charts, categories, and exportable reports |
No ML or physics frameworks. Every solver built from mathematical first principles.
| 🧮 2D FEM Solver — Linear Elasticity | CST elements · COO→CSR sparse assembly · Conjugate Gradient · Rayon parallel | Von Mises stress · O(h²) convergence · validated vs Euler–Bernoulli |
| ⚛️ N-Body Molecular Dynamics | Nosé–Hoover thermostat · 5-step NH Velocity-Verlet · O(N) cell list | NVE energy drift <0.002% over 50k steps · Q coupling study (Q=10 vs Q=100) |
| 🪨 2D DEM Silo Simulator | Spring-dashpot contact · Coulomb friction (µ=0.5) · Velocity Verlet · O(N) cell list | Peak F_max ~18 kN · friction vs frictionless comparison · PFC2D reimplementation |
| 📈 Monte Carlo Option Pricer | GBM path simulation · antithetic variates · Nelder-Mead calibration · Rayon | 10k–1M paths · 2× sample efficiency · Greeks via central finite differences |
| 🧱 HPC 2D Poisson Solver | Jacobi · Red-Black Gauss-Seidel · CG with CSR SpMV · OpenMP/Rayon | 3.35× parallel speedup at N=1000 · L1/L2 cache crossover analysis · MLUP/s benchmarks |
| 📐 Numerical Optimisation Engine | Steepest descent (Armijo) · CG Fletcher-Reeves + Polak-Ribière · Adam · SGD | CG 19× faster than steepest descent on Rosenbrock · κ=1–500 study · NN training from scratch |
| 🔵 Stochastic Geometry Framework (C++) | MT19937 RNG · Boolean sphere model · Minkowski functionals · NLopt COBYLA | Contrast function minimised to <2×10⁻¹² · TU Freiberg doctoral-level course |
Germany
Doctoral-level coursework:
| Course | Topics |
|---|---|
| Selected Topics of FEM | CST elements, sparse assembly, weak form derivation · MATLAB, Fortran,Python & C |
| High Performance Computing & Optimisation | C |
| Stochastic Methods for Materials Science | C |
| Molecular Dynamics | Nosé–Hoover thermostat, symplecticity proofs, Velocity Verlet |
| Numerical Analysis of Differential Equations | ODE/PDE solvers, stability, convergence |
| Dislocation Theory & DEM | Contact mechanics, granular flow |
Master Thesis — FEM Simulation, Fraunhofer IWM, Germany (2014–2015)
Research Engineer (Project Role) — FEM Simulation, Montanuniversity Leoben (Feb–Jun 2016)
Bangladesh
|
Scientific / HPC
|
Languages & Stacks
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Backend & Systems
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AI-Native Development
Cloud & DevOps
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- Built large-scale React + TypeScript web applications with Apollo GraphQL and complex state management
- Developed React Native mobile solutions integrating GPS tracking and IoT device data
- Implemented Playwright E2E testing suites and established CI/CD quality gates
- Designed reusable UI component systems with Material UI, Storybook, and Figma
- Integrated Claude, GPT, Gemini into daily engineering workflows — architecture reviews, code auditing, prompt-driven implementation
- Built the entire mobile web app from scratch through to production — sole frontend engineer on the web product
- Implemented a complete biometric liveness-detection flow: OCR-based ID extraction, real-time liveness challenge (eye/smile sequence), verification completion
- Tech stack: React.js, React Native, Redux-saga, Node.js, AWS
- Rust backend (Axum + Tokio) with WebSocket gateway, Redis pub/sub fan-out, PostgreSQL
- Flutter offline-first mobile client: memory cache (<50 ms UI), outbox queue, background sync, SQLite (Drift)
- Custom WebRTC signaling relay in Rust; ICE/STUN/TURN with exponential backoff reconnect
- Custom binary protocol (
payra_proto) viaflutter_rust_bridgeFFI — session resumption, sequence-based delivery, adaptive keepalive; Rust codec running on-device - E2EE: Double Ratchet-inspired key ratcheting, AEAD ciphers
- Iterative architecture audits resolving triple-sync race conditions, ICE restart timing bugs, message deduplication failures
- Software Engineer · Simplo GmbH, Berlin
- Frontend Developer · Medici Living Group, Berlin
- Software Developer (Full-Stack) · Meramo Verlag GmbH, Berlin
- React, Redux, Node.js, Express, MongoDB, Apollo GraphQL, D3.js
Bangla (Native) · English (Fluent) · German (B1)
I am open to a wide range of roles — not limited to scientific computing:
| Domain | What I bring |
|---|---|
| 🤖 AI-Native / AI-Assisted Engineering | Daily Claude/GPT/Gemini workflows, MCP, prompt engineering, multi-model validation |
| 🔬 Computational / HPC / Simulation | FEM (MATLAB + Rust), MD, DEM, Monte Carlo, HPC solvers from scratch |
| 🖥️ Frontend / Full-Stack | React, TypeScript, JavaScript, React Native, Redux, Angular, Flutter — 7+ years |
| ⚙️ Backend & Systems | Rust (Axum), Node.js, PostgreSQL, Redis, WebSocket, WebRTC |
| 📱 Mobile | Flutter · React Native · Redux · offline-first · Drift/SQLite · flutter_rust_bridge FFI |
⭐ Available for AI-native,Scientific programming, frontend, full-stack, backend, or computational engineering roles · Berlin or remote
