Data Science & AI-Engineering research-&-production lab since 2018, creating quant-models and converting them to production-ready code. The future is ai70000.
ALGORITHMS: TWA-RD (Fraud-Detector v2.0) the first Fraud-Detection-System that learns faster than organized-crime fraud-rings adapt. TWA-RD tightens automatically around high-risk merchants, and quietly kills every rule criminals have already learned and beaten. Fight back against scammers and win the battle to i.d. fraud before your company is targeted. TWA-RD (Fraud-Detector v2) is the new 2026 frontier in financial-fraud-detection.
AGI-ENGINEERING: ai2agi v2.0 is POC proof-of-concept AGI-architecture integrating five architecturally-independent components — e_G, e_R, ai_LLM, DTB, and CV_Adapt — unified tensor contracts outputting AGI-DNA (T_AGI). Instantiated in Scripture as system fuses neuroscience-derived neuronal dynamics, multi-quotient generalization, sequential causal reasoning, and live LLM inference into validated end-to-end pipeline.
Latest Projects
Developed innovative AI algorithms for predictive analytics in the finance sector.
ONGOING PROJECTS:
AI-Prompt Engineering in 60-minutes.
Blockchain guiderails for AI.
Big-box retail revenue forecasting model.
Facial recognition system with low bias. (INVITATION ONLY)
VAR-model time-series analysis for short term BTC price action.
Diabetes predictor.
Grad-school admissions predictor sorted by institution.
GAS-4-GDP Data-Model
Google-Trend-Index(GTI)-4-GDP (16-parameter proprietary-index 22 bps more accurate than GDP-now.)
Ongoing Projects
ALPHA: Proprietary commodity-price indices. (INVITATION ONLY)
BETA: Partnering with research institutions to develop Data-Science and AI models for proprietary indices.
proprietary-indices for near-term forecasts with ai70000...
and you may ask yourself, "Well, how did I get here?" (D. Byrne, et. al. 1980) Just as Abraham was father of the Jews, father of faith for the Christians, and the Light and Savior of the world Jesus Christ,...so too Word2Vec (from the long-ago year 2010 in AI-LLM time,) father of the ai_LLM....a trip down 2020 memory lane follows below (with source-code at the intersection of python, TensorFlow, Word2Vec, and Natural-Language-Processing (NLP)....the evolutionary-root which led to Transfomer which grew to GPT-3.5 (OpenAI,) and other multi-trillion token LLM's...may it all help to end needless suffering and lead to greater peace and understanding. same as it ever was, same as it ever was,
it's all about FLopS...DLA's for AI-models...
introducing: Adaptive-Hybrid-Development (AHD) software-development...
why AI needs DLA's...to go from AI to AGI...
AI-ENGINEERING: The ai2agi framework is a next-gen AGI blueprint integrating enhanced generalization, reasoning, LLM'ss, and a digital twin brain into a unified tensor-based architecture. By combining neuroscience, machine learning, and multi-component AI systems, it defines a scalable pathway from narrow AI to true AGI, (artificial general intelligence.)
DATA-SCIENCE: world's first fully-automated program calculates Normalization / DeNormalization / Indexing database-schema...enter database-URL... DeNode.US by ai70000 Ltd., outputs SQL commands...your database is instantly optimized for highest data-integrity, data-security, fastest speed...
AI-ENGINEERING: 1-hr viral google-ads campaign ai70000, Ltd... created for ItzJustUs, faith-based t-shirts co... entire viral campaign created, launched, and sold-out in 1-hr start to finish...what can ai70000 create for you?...
DATA-SCIENCE: DeepTrain.US is an advanced generative simulation platform that models real-world industries—from finance and legal tech to healthcare —enabling forecasting, and optimization at scale. Powered by next-gen AI, it delivers domain-specific simulations and strategy for high-stakes op's and analytics.
LEGAL-CASE PROBABILITY-OUTCOMES: This LitigateIQ v5.0 model is a multi-head machine-learning system that predicts the full risk and economic value of consumer banking litigation—not just win/loss—by correcting for selection bias and modeling settlement, dismissal, and judgment outcomes simultaneously. Integrates case data, doctrine, and institutional risk signals, and delivers actionable probability-distributions and exposure-estimates for litigation strategy and valuation.
SPORTS-ANALYTICS: StrikeZoneIQ v2.0 is advanced predictive analytics that quantifies residual umpire bias in MLB’s new ABS (Automated Ball-Strike) era and converts it into actionable betting-market signals. By modeling challenge dynamics, team efficiency, and environmental factors, it uncovers hidden pricing inefficiencies in run totals markets (over / under) and delivers quant-edge for analysts, bettors, market maker's, umpire-training, and professional sports-teams.
AI-ENGINEERING: Shadow Law Quotient (SLQ) Legal Singularity Index LSI + Global Entropy Index GEI...first mathematical proof that private corporate AI-networks set legal-precedent 5 years before any public court, with 21% sovereignty already captured. The public judiciary is now often a trailing indicator of legal reality. The velocity is increasing.
DATA-SCIENCE: How you could have earned 131% in 100 trading-days investing in Intel (INTC)...our first real-world use-case of the ai70000, Ltd. SEC Edgar Extractor-Analyzer, which blends data-science & gaap-accounting-analysis, developed in 2024 and launched in 2025.
