Behind the screen.
Software, backend systems, and quiet machinery.
I'm a software engineer and recent Computer Science & Engineering graduate from United International University (UIU), Dhaka (Class of November 2026). I specialize in backend systems, high-concurrency network architectures in Go, local-first AI and RAG pipelines, and deterministic program analysis.
I care deeply about software reliability, sandboxed execution environments, and zero-false-positive security tooling. Having served as an Undergraduate Teaching Assistant (UTA) at UIU, I spend my time engineering resilient distributed systems, solving algorithmic challenges on Codeforces, and exploring systems-level software.
Selected work
Local-first vulnerability triage engine combining deterministic Tree-sitter AST/DFG slicing with ChromaDB RAG (969 NIST CWEs) and local 4-bit LLMs to eliminate SAST false positives (FDR = 0.0%) with line-level diagnostics, patch diffs, and zero cloud data leakage.
Self-tuning, resilient reverse proxy and API gateway written in Go featuring adaptive rate-limiting, circuit breaking, zero-allocation routing, and sub-millisecond dispatching under high concurrent load.
Full-scale competitive programming platform featuring isolated Docker container execution sandboxes, multi-language code evaluation via Judge0 API, real-time contest operations, and military-style leaderboard progression.
Final Year Design Project (FYDP) genomics pipeline combining DIAMOND/BLAST sequence alignment, retrieval-augmented generation over the CARD database, and LLM reasoning with a weighted confidence-fusion model and FastAPI microservice.
Predictive clinical decision model trained on 40,000+ ICU patients (PhysioNet 2019). Engineered rolling 6-hour time-series vitals features and trained a weighted XGBoost classifier (0.795 AUROC) with 29.5-hour early-warning lead time and SHAP explainability.
Integrated desktop management suite for university canteen, student grocery store, and peer-to-peer campus marketplace with role-based customer, seller, and administrator portals.
Experience & Education
Technical stack
Contact
Have an internship opportunity, a project idea, or want to discuss engineering? Write to iamnoman.swe@gmail.com.