• Affiliations: Department of Computer Science & Northwestern Institute on Complex Systems (NICO), McCormick School of Engineering, Northwestern University (Evanston, IL & New York, NY)
• Research & Engineering Focus: Scientific Knowledge Graphs & Multi-Agent Verification, Regulatory Genomics & Non-Coding Variant Attribution, Calibrated Bayesian State-Space Inference, and High-Reliability Distributed Full-Stack Systems

• aazminu/data-cleaning-hackumass — ScrubData Distributed Tabular Cleaning Engine: Automated schema inference, composite key deduplication, MAD/Z-score/IQR anomaly isolation, and exception manifest generation over 100K+ row CSV/Parquet datasets (Python, Node.js, PostgreSQL, Apache Spark / Databricks, AWS S3).
• aazminu/python-riscv-simulator — Cycle-Accurate RISC-V (RV32I) 5-Stage Pipelined Simulator: Bit-accurate single-cycle and 5-stage pipelined (IF, ID, EX, MEM, WB) RV32I processor simulator in Python/C with EX/MEM and MEM/WB RAW hazard forwarding, load-use stall bubble injection, and golden-trace verification.
• aazminu/dividend-capture-spark — Market-Scale Dividend Capture & Streaming Alpha: Distributed Spark / HDFS backtesting over 165K+ historical dividend declarations and 5 years of US equity bars paired with SPY-adjusted drop ratios, k-NN sector imputation, and temporal-split GBDT classifiers.
• aazminu/world-model-compression-mpc — Low-Rank SVD World-Model Compression (LeWM): Post-training uniform and activation-aware SVD (ASVD) spectral truncation and Hybrid Forward-KL + Elite-Classification distillation of latent world models for Cross-Entropy Method (CEM) Model Predictive Control on TwoRoom and PushT (>96% planning reward at 45% compression, 1.72× rollout speedup).
• aazminu/adaptive-ml-moderation — Adaptive Real-Time ML Moderation & Drift Engine: Sub-150ms p95 streaming toxicity inference combining hybrid word/char TF-IDF cascades and transformer scoring over 160K+ labeled records with leakage-safe splitting, priority triage queues, and Population Stability Index (PSI) drift monitoring.
• aazminu/agentic-scrape-repair — Agentic Scrape-Repair & Multi-Service ChatOps Bot: Self-healing DOM selector repair engine gated on live schema verification paired with idempotent Python / FastAPI / Slack-to-ServiceNow / Rally / GitHub change synchronization (95% reduction in manual triage latency).
• aazminu/movie-recc — Real-Time WebSocket Group Recommender & Matrix Factorization: Multi-user PyTorch collaborative filtering and residual bias-corrected group utility aggregation streaming live consensus rankings across concurrent FastAPI WebSocket rooms (<200ms latency).

• aazminu/sp500_platform: S&P 500 portfolio risk analytics (Sharpe, Sortino, max drawdown), capped water-filling LLM conviction weight blending, and sell-first Alpaca rebalancing.
• aazminu/AP-Study-Guide-Generator: Automated AP curriculum scraper and sliding-window RAG study guide generator with Recall@K, MRR, and nDCG@K retrieval evaluation.
• aazminu/Environmental-Disaster-Classifier: 10-year NASA EONET environmental disaster classification pipeline using 3D unit-sphere geospatial projection and inverse-frequency weighted k-NN.
• aazminu/grab-pic: Event photo sharing platform pairing a Spring Boot REST API with a GhostFaceNet + RetinaFace cosine-similarity selfie search worker.
• aazminu/comic-subscription: Marvel comic series tracker and automated chapter-delta email notification service.
• aazminu/motorcycle-rideability-index: Weather-driven motorcycle rideability scoring API and severe-weather risk classification service.
• aazminu/markov-music: Variable-order Markov chain musical sequence generator with lower-order suffix backoff, additive Laplace smoothing, log-sum-exp temperature decoding, and harmonic consonance evaluation.
• aazminu/NYC-Property-Scout: NYC real-estate geospatial BBL normalization, multi-source dataset discrepancy auditing, spatial Haversine comparable matching, and NOI/cap-rate valuation pipeline.
• aazminu/nitro-lab: Real-time Linux home-server and multi-container Docker health telemetry engine over Server-Sent Events (SSE) with online Welford/EWMA anomaly detection and SLA burn-rate calculation.
• aazminu/Watch-Engine: Hybrid Okapi BM25 and dense vector watch catalog search engine with Reciprocal Rank Fusion (RRF), MAD z-score price anomaly detection, and Recall@K/MRR/nDCG@K retrieval evaluation.
• aazminu/ClaimLess: AI medical-bill auditing and patient advocacy engine with GPCI locality-adjusted CMS Medicare fee-schedule benchmarking, NCCI unbundling detection, and settlement strategy synthesis.
• aazminu/finsim: Interactive historical market regime and portfolio simulator with CAGR/Sharpe/Sortino/VaR/CVaR risk analytics, cash-conserving SELL-first rebalancing, and seeded GBM Monte Carlo projections.

• aazminu/bpipe-lob-engine: High-frequency L3 limit order book (price-time priority FIFO matching), Cont-Kukanov-Stoikov order flow imbalance (OFI), micro-price, VPIN toxicity, and Almgren-Chriss optimal execution trajectory solver.
• aazminu/fix-dropcopy-reconciler: Zero-allocation FIX 4.2/4.4 Tag=Value wire parser, CheckSum (Tag 10) verifier, sequence-gap state machine (ResendRequest 35=2 / SequenceReset 35=4), and multi-venue drop-copy execution reconciler.
• aazminu/yield-curve-oas-engine: Fixed-income par-to-zero piecewise log-cubic discount curve bootstrapper, Nelson-Siegel-Svensson (NSS) parametric fitter, key-rate DV01/convexity risk engine, and Black-Derman-Toy short-rate binomial lattice OAS pricer.
• aazminu/sec-edgar-13f-alpha: Point-in-time SEC EDGAR Form 13F-HR XML holdings parser, CUSIP-9 check-digit validator, HHI crowding & conviction shift matrix, and Newey-West HAC multi-factor OLS attribution engine.
• aazminu/haven-fanniemae: Haven (1st Place Fannie Mae Challenge @ HackUTD X) — Deterministic Desktop Underwriter PITI/PMI/LTV/DTI mortgage qualification engine, reserve runway stress tester, and multi-criteria geospatial affordability ranker.
• aazminu/borrower-check-risk-engine: Real-time synthetic-identity bipartite graph connected-component and Union-Find cluster scorer, BLS OES occupational income z-score verifier, and sliding-window velocity fraud engine.
• aazminu/raft-wal-kv: Deterministic Raft consensus state machine (leader election, split-vote randomized recovery, AppendEntries log consistency check, majority commit_index advancement) paired with a CRC32-framed binary Write-Ahead Log (WAL).
• aazminu/llm-kv-paged-allocator: vLLM-style PagedAttention physical KV-cache block allocator with FNV-1a token-block prefix-tree hashing, copy-on-write (CoW) beam-search fork semantics, LRU eviction, and continuous batching scheduler.
• aazminu/otel-ebpf-span-aggregator: High-throughput OpenTelemetry tail-based trace sampler, DDSketch relative-error quantile aggregator, and Linux cgroup v2 PSI/CPU throttling and OOM-kill correlator.
• aazminu/bitboard-uci-chess: 64-bit bitboard chess move generator and UCI engine with Zobrist 64-bit hashing, transposition tables, iterative deepening Negamax alpha-beta search, MVV-LVA move ordering, and PeSTO tapered evaluation.
• aazminu/mta-gtfs-nyc-tracker: NYC Subway GTFS-Realtime trip-update delay propagator, headway regularity (Wait Assessment & Coefficient of Variation) analyzer,bunching detector, and Dijkstra transfer-aware router.
• aazminu/utilitrack-cbre: UtiliTrack (1st Place CBRE Challenge & 3rd Overall @ HackUNT) — Commercial portfolio 5-parameter change-point HDD/CDD weather-normalized regression, EUI & Carbon Intensity (kgCO2e/sqft) benchmarker, and SLA work-order dispatcher.
• aazminu/chatphd-triage: ChatPHD (1st Place Axxess Challenge) — Deterministic Emergency Severity Index (ESI v4) acuity classifier, Royal College of Physicians NEWS2 physiological scorer, and Bayesian log-likelihood ICD-10 differential ranker.
• aazminu/park-ez-vision: Park-EZ (HackSMU V Winner) — Sutherland-Hodgman convex polygon IoU occupancy detector, Perspective-n-Point homography projector, and continuous-time Markov chain (M/M/c/c Erlang-B) lot full-probability forecaster.
• aazminu/espresso-pid-telemetry: Discrete-time PID boiler controller with anti-windup and derivative-on-measurement filtering, Darcy-Weisbach puck hydraulic model, refractive-index TDS/extraction-yield solver, and Savitzky-Golay roast RoR/DTR analyzer.
• aazminu/ergo-keymap-optimizer: Split-columnar QMK/ZMK ergonomic keymap optimizer using Carpalx-style biomechanical effort modeling (same-finger bigrams, lateral stretches, hand alternation) and deterministic Simulated Annealing over corpus n-grams.

Languages & Systems:

AI, Bioinformatics, Web & Data Infrastructure:

• Main Portfolio & Interactive Workbench: https://abdullahazmi.com/
• CGAS Lab Portal: https://abdullahazmi.com/lab/
• Academic Email: m4u5t4@u.northwestern.edu
• ORCID: 0009-0005-2720-3347