- 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
| Repository | Domain | Architecture & Empirical Benchmarks |
|---|---|---|
aazminu/paper-pulse |
Autonomous Scientific Knowledge Graphs | Nightly ingestion across ArXiv, Semantic Scholar, PubMed & OpenAlex; hybrid PostgreSQL (pgvector) dense retrieval + Neo4j multi-hop citation-concept property graph; deterministic claim provenance & daily audio synthesis. |
aazminu/chrom-alphagenome |
Regulatory Genomics & Variant Attribution | Integrates AlphaGenome Atlas 3D cis-regulatory tracks, base-resolution ChromBPNet / DeepLIFT |
aazminu/bayes-kalman-trace |
Recursive Bayesian State-Space Inference | Constant-acceleration Kalman Filter + Rauch–Tung–Striebel (RTS) smoother across 500-sample noisy velocity trajectories with analytic missing-data marginalization and log-linear pooling over 250K measurements (93.8% accuracy, 0.041 ECE). |
aazminu/fold-energetics-xtb |
Structural Pocket Partitioning & QM Triage |
AlphaFold 3 pLDDT filtration and PAE spectral domain partitioning, Foldseek 3Di structural homology search, and semiempirical tight-binding quantum mechanics (GFN2-xTB) coupled with ChEMBL (pChEMBL) bioactivity priors. |
| Repository | Role & Scope | Technical Highlights & Verification |
|---|---|---|
aazminu/airtight-container |
Full-Stack Yard Inventory & Billing Platform | React 18, TypeScript, Node.js/Express, PostgreSQL, AWS EC2 (40K+ LOC, 25 migrations, 275+ automated tests). Implements idempotent month-end storage-and-handling proration (buildLinesForBox, generateShMonthEnd) with composite transactional locks across 240+ yard assets. |
aazminu/LeadAI |
Async Entity Enrichment & Qualification Queue | Python, FastAPI, Bounded Async Queue (pipeline_queue.py), PostgreSQL. Multi-source company research, rate-limited token buckets, exponential-backoff retry recovery, and schema-validated structured LLM extraction. |
aazminu/odyssey |
University Learning Platform (Next.js / Strapi) | Repaired recursive AST block conversion so deeply indented MDX lesson paragraphs and headings render accurately in live author previews; eliminated embedded code-editor reload flicker; shipped multilevel Jest regression suites. |
aazminu/mermaid |
Declarative Diagramming & Charting Engine | Engineered configurable inner/outer data-value labels for SVG bar charts across horizontal and vertical orientations and refined journey-diagram text formatting with Vitest & Cypress visual regression coverage. |
aazminu/FarmData2 |
Operational Recordkeeping Platform | Built transactional Node.js / Vue.js / PostgreSQL operational recordkeeping APIs, containerized Docker dev workflows, and deterministic Cypress end-to-end integration test suites. |
III. Systems Architecture, Distributed Data & Applied ML Suite (Full 28-System Catalog)
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 inPython/CwithEX/MEMandMEM/WBRAW hazard forwarding, load-use stall bubble injection, and golden-trace verification.aazminu/dividend-capture-spark— Market-Scale Dividend Capture & Streaming Alpha: DistributedSpark / HDFSbacktesting 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 onTwoRoomandPushT(>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 idempotentPython / FastAPI / Slack-to-ServiceNow / Rally / GitHubchange synchronization (95% reduction in manual triage latency).aazminu/movie-recc— Real-Time WebSocket Group Recommender & Matrix Factorization: Multi-userPyTorchcollaborative filtering and residual bias-corrected group utility aggregation streaming live consensus rankings across concurrentFastAPI WebSocketrooms (<200mslatency).
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.
| Upstream Pull Request | Project & Stack | Technical Resolution & Verification |
|---|---|---|
exmergo/dex#634 |
Dex Analytics Engineering Toolkit (Python, dbt) |
Resolved target node kinds via self.index.node_kind(name) inside _Builder._matches (transform/propagate.py) and checked all _FILE_NODES in _refuse_surviving_reads so transform rename seed and transform rename snapshot rewrite downstream ref() call sites and YAML node references atomically (+81/−1, pytest suite). |
exmergo/dex#633 |
Dex Analytics Engineering Toolkit (Python, dbt) |
Updated _GENERIC_HEADER in _collect_messages (transform/build.py) to accept optional leading [LEVEL]: tags in dbt-core 1.12 JSON log headers so underlying error causes remain attached during shadow_parse and build (+50/−1, pytest suite). |
GustavoBaranda/chatflow-agent#52 |
ChatFlow Async Multi-Agent Runtime (Python, SQLite, AsyncIO) |
Checkpointed and restored session.active_agent and deep-copied session.metadata across both in-memory SessionContext and persistent SQLiteSessionContext (chatflow_sessions) when an unhandled exception triggers a turn rollback in Runner.run_async() (+225/−7, 190 pytest tests passing). |
repowise-dev/repowise#3841 |
Repowise Codebase Intelligence & MCP Graph (Python, AST) |
Extended _BUILD_NAME_RE (code_origin.py) to classify version-specific Swift Package Manager manifests (Package@swift-<version>.swift) as build files without misclassifying ordinary Swift sources, eliminating false-positive dead-code findings (+66/−1, pytest unit & dead-code suites). |
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 · Direct: erlokix@gmail.com
- ORCID: 0009-0004-8172-6394