I provide the following services to my clients:

Fractional-CTO services
Due diligence for investors
Business and Commercialization Strategy for startups and growth phase firms
Technical Advisory services
Business Advisory services
Custom software development (limited)

Some of my prior projects:

General Data Science and Machine Learning including NLP

NVidia – Lead efforts in the optimization of software tools running on NVidia GPUs.

Generative AI and LLMs

OpenAI – Led the development of advanced code generation and analytics-focused LLM components in GPT4 and GPT5. Developed a highly scalable architecture for multi-tenant LLM/RAG/CodeExec. I am presently an Advisor in Analytical Generative AI to OpenAI after being a Director/VP for more than 4 years.

Healthcare

GenHealth AI – Developed a T5-based model for medical diagnostic, procedure, and prescription code translations. Developed a medical diagnostic code prediction system for health insurers and patients seeking fit-to-use medical insurance.

Croon Life – Generative AI for Autistic Spectrum Disorder patients that mitigates the effects of overstimulation. Provides feedback to help calm the individual and help them cope with events.

DNaMate – GenAI-based DNA analysis and prediction for offspring including likely non-inherited genetic mutations.

Target Discovery/Veritomyx– AI-BioMarker (Proteomics and Metabonomics) implementation for life sciences (mass spectroscopy) analysis with 21CFR11/HIPAA security compliance using Data Science/Signal processing algorithm development to enhance analysis.

PURI Medical – a Roche Diagnostics Company – Developed AI-Driven SaMD (IVD) Generative AI software. Started with Machine Vision application with FIHR/HL7 EHR interfacing data entry and transformed into Generative AI/Chat UI for patient onboarding (family and personal medical history intake) with vast improvement in quality over a GP.

SciEssence – PUMAS – Materials Science and Chemistry GenerativeAI platform based on Chemical Topology, Graph Neural Networks, and Graph Convolutional Networks for chemical toxicity prediction. Used by the EPA to predict the toxicity of new compounds in air and water.

Sony Biotechnology – Defect analysis in AI algorithms and software design, recommendations to senior management on appropriate algorithm implementations for Spectral Flow Cytometry system.

GGA – Genetic variant analysis via Data Science, Cloud computing & AI algorithms using Google TPUs.

H2Optx – a Pfizer company – Confocal Raman Spectrometer for production line monitoring of pharmaceuticals. 3D visualization, signal processing to statistical process control (SPC) Data Science stack, validation and verification to FDA/GMP standards running on a SaaS platform (AWS + nVidia GPUs)

NeuroLogIT – Neuropsychological diagnostic signal processing and AI/Vision system with HPC, distributed computing, expert systems engineering, etc. using body, head, and eye tracking, EEG, and walking pressure mats for 3D reconstruction of patient motion necessary for diagnosis and treatment. Extensive biometrics signal processing and algorithm development with environmental sensing to determine advanced signatures and impacts. Developed algorithms and systems to run on Nvidia GPUs and Google TPUs.

GE Medical – Cardiac Perfusion Analysis 3D visualization and automated diagnostics from ultrasound images. Management of Project, Quality, Documentation & Code Development for AI/Machine Learning system

Energy

AstroLabe – Developed a novel Data Science and AI-driven Remaining Usable Life model for military batteries used by the US Navy, along with AI-based SOC estimation.

AInspire – 1) Developed a systems architecture to support highly scalable LLMs, RAGs, and Analytics engines in a multi-tenant, custom-trained LLM environment. 2) Maxwell AI, based on the multi-tenant AI system, Generative AI materials modeling, simulation, and digital-twin for the battery and battery storage industry.

Electra Vehicles – A Stellantis Group Company – 1) Developed a GenAI-based EV fleet management system that recommends changes to the vehicle and battery design. 2) Developed a highly accurate ML-based Range Expert that learns the driver behavior in all conditions in order to provide accurate range estimations.

MediaAI – a Meta Company – Developed a comprehensive Generative AI-based software stack for automatic creation of focused, effective, bias-free, corporate, and individual (Influencer) marketing material. The goal is to create content on-the-fly based on approved content but in a more condensed and focused way.

ESW Capital – 1) Gensym: AI/Expert System Development Platform for Life Sciences / Manufacturing (gensym.com) 2) Aurea Energy: AI-driven Energy Management and Billing system with micro-grid management version.

Finance

TaxJar – A Stripe Company – Financial Services and Taxation AI with AI-driven GIS for Sales Tax location identification, AI-based product classification for Sales Tax/VAT.

Thames River Group – Technology Asset Management firm for PEI, VCs and Family Offices. Developed a Generative AI-based Investment Exploration system for member investors with automated Investment Criterial Matching/Recommendations, Due Diligence reporting (in minutes, not weeks), and Portfolio Generation.

eCommerce and IT

Bitovi – Developed GitHub Actions to 1) deploy a system architecture of highly scalable LLMs, RAGs, and Analytics engines in multi-tenant, custom-trained LLM environment and 2) Deploy a federated learning system for fine-tuning LLMs and BERT (Transformer) models.

KFC (YUM! Brands) – GenAI order placing. Tell it your event and number of people etc. and it will recommend the right type and quantity of foods and drinks.

ESW Capital – Galaxy: An internally used AI system for exploring potential acquisitions of IT and applications systems on on-prem servers or in the cloud. It monitors traffic for 48 hours and recommends a platform, data grid, data services.

MIMECast – Use LLMs to rank the risk of phishing and Spear-Phishing attacks via email. Trained multi-language models based on curated data.

Pearson Education – Led a new team of AI Experts to develop a comprehensive Generative AI-based software stack for automatic creation of focused, effective, bias-free, corporate educational material. Goal is to create content on-the-fly based on approved content but in a more condensed and focused way.

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My Pricing Structure:

Retained (Monthly):

Maximum Hours Per Month	Monthly Fee (Target)
10	$4,750.00 (USD)
20	$9,750.00 (USD)
30	$14,500.00 (USD)
40	$19,000.00 (USD)
50	$23,500.00 (USD)

Hourly:

$500.00 (USD/hr)

Project Fixed Bid:

Quotes are available for specific projects with a fixed bid, if the goals and specifications are sufficiently detailed. Often a Retainer is more cost effective.

Board of Directors/Advisors Member:

$20,000/year for up to 4 days (1 per quarter) of review and meetings.