Betzalel Moskowitz
Available for freelance & consulting

Betzalel Moskowitz

Senior GenAI Engineer

I design and deploy production-grade AI systems — from LLM agents and RAG pipelines to data engineering and ML research. Based in New York.

Scroll

What I Offer

Services

Production-grade AI engineering and strategic consulting — whether you need a standalone system built or guidance on where to start.

LLM & Agentic AI Development

End-to-end development of tool-using, multi-step LLM agents. From prompt engineering and chain design to LangChain/LangGraph orchestration and production deployment.

LangChainLangGraphOpenAIAnthropicTool Use

RAG & Knowledge Graph Systems

Architecture and implementation of retrieval-augmented generation pipelines, vector databases, semantic search layers, and knowledge graph integration for grounded AI outputs.

RAGEmbeddingsKnowledge GraphsVector DBsRetrieval

Data Engineering & ETL Pipelines

Design and build robust data pipelines, ingestion workflows, and transformation layers. Expertise in SQL, Postgres, orchestration, and production-grade ETL systems.

PythonSQLPostgresETLOrchestration

ML Model Development & Evaluation

Supervised and unsupervised model development, deep learning training (PyTorch/TensorFlow), experiment design, evaluation frameworks, and responsible AI practices.

PyTorchTensorFlowEval FrameworksFeature Eng.

AI Strategy & Advisory

Strategic guidance on AI adoption, architecture decisions, and roadmap planning. Helping organizations identify high-impact use cases and build AI-native workflows.

RoadmappingArchitecture ReviewUse Case Discovery

Web Development

Building modern, performant web applications and APIs. From full-stack development to SEO optimization and cloud deployment — clean code with a focus on user experience.

Next.jsReactPython APIsCloudSEO

Data Science Tutoring

One-on-one and small-group tutoring for students and professionals looking to build or sharpen data science skills. Covers Python, SQL, machine learning concepts, and hands-on project work.

PythonSQLMachine Learning1-on-1Curriculum Design

Data Analytics

Turning raw data into clear, actionable insights. Exploratory analysis, dashboards, KPI frameworks, and reporting pipelines — helping teams understand what their data is actually telling them.

PythonSQLEDADashboardsReporting

Background

About Me

New York, NY

I'm a Senior GenAI Engineer at TRACTIAN, where I build production AI systems for industrial maintenance — including a LangGraph agent that generates full customer assessments autonomously in under a minute, a custom MCP server exposing 20+ enterprise tools to LLM agents, and fine-tuned LLMs trained on 1,000+ proprietary documents using LoRA.

Before that, I spent four years at The MITRE Corporation — rising from ML intern to Senior AI Engineer — working on national-security and public-good programs. There I architected agentic chatbots backed by PostgreSQL and Neo4j knowledge graphs, led LLM infrastructure strategy, and developed a computer vision model for drone imagery that is currently under patent application.

I hold a 4.0 GPA M.S. in Data Science from Northwestern University and a 3.96 GPA B.S. in Information Science (Magna Cum Laude) from the University of Maryland. Outside of my full-time role I take on freelance engagements — from greenfield AI builds to architecture reviews and strategic roadmaps.

Education

Northwestern University

M.S. Data Science

2022 – 2025

Northwestern University

GPA 4.00 · AI Specialization · School of Professional Studies

University of Maryland

B.S. Information Science

2018 – 2021

University of Maryland

GPA 3.96 · Magna Cum Laude · Minor in Business Analytics · Dean's List

Johns Hopkins University

Certificate in Agentic AI

Oct 2025 – Present

Johns Hopkins University

Whiting School of Engineering

Certifications

Certificate in Agentic AI

Johns Hopkins Whiting School of Engineering · Oct 2025

ID: LAJCNXLP

Data Parallelism: Training Deep Learning Models on Multiple GPUs

NVIDIA Deep Learning Institute · Jul 2025

ID: Kimp8xT6T0WtgYLf8RZbzg

Microsoft Certified: Azure Fundamentals (AZ-900)

Microsoft · Aug 2023

ID: F6F14A42C976C334

Track Record

Experience

Production AI engineering, applied research, and education.

Senior GenAI Engineer

Current

TRACTIAN

Feb 2026 – Present

New York, NY

  • Architected an agentic AI application using LangGraph that auto-generates customer-specific Asset Reliability Assessments for Sales Engineers — delivering stakeholder-tailored reports in under one minute.
  • Fine-tuned and deployed production LLMs using LoRA on 1,000+ proprietary documents, building end-to-end training pipelines, hyperparameter optimization workflows, and model customization infrastructure.
  • Built a custom MCP server exposing 20+ enterprise tools across analytics databases, HubSpot, Gong, and internal services, enabling autonomous LLM agents to retrieve customer context and ground multi-step reasoning.
  • Built an ELO-based evaluation framework for automated model benchmarking and selection, with inference services deployed through the company's internal AI gateway.
  • Collaborate across engineering, leadership, and sales to define security requirements and support TRACTIAN's expansion into defense-sector customers, leveraging prior national security experience.
LangGraphLoRAMCPFine-tuningLLM EvalAgentic AI

Artificial Intelligence Engineer

The MITRE Corporation

Feb 2022 – Feb 2026

McLean, VA

  • Designed a novel backend data model (PostgreSQL + Neo4j) and pipeline for an agentic chatbot to broker courses of action in response to risk signals.
  • Integrated LangChain/LangGraph, Python, databases, and cloud services to unify disparate teams and workflows, serving as technical and collaborative lead.
  • Developed a computer vision model detecting humans and vehicles from overhead drone imagery, currently under application for a U.S. patent.
  • Leveraged AI subject-matter expertise to justify and secure a significant hardware investment enabling deployment of internal LLM infrastructure.
  • Led customer engagements showcasing LLM-based workflow automation through tailored demos for technical and non-technical stakeholders.
LangChainLangGraphNeo4jPostgreSQLComputer VisionPatent-Pending

ML / AI Intern

The MITRE Corporation

Jun 2021 – Feb 2022

Bedford, MA

  • Developed ML models to detect malicious phishing links using Scikit-learn, XGBoost, and TensorFlow — achieving 98% F1-score after thorough data cleaning and feature engineering.
  • Applied Google OR-Tools (Python) to develop an optimization model for a complex vehicle routing problem.
  • Delivered technical research presentations to both technical and non-technical audiences.
Scikit-learnXGBoostTensorFlowFeature EngineeringPython

Graduate Research — AI Capstone & NLP Projects

Northwestern University

2023 – 2025

Evanston, IL

  • AI-Driven Periodontal Prognosis: engineered an ML/DL pipeline (Random Forest, ordinal regression, neural nets) achieving 86.5% accuracy and 0.83 macro-F1; collaborated with a practicing periodontist.
  • NPS Chatbot: built a RAG-powered conversational agent using LlamaIndex + GPT over a custom knowledge base scraped from Wikipedia and official NPS sites.
  • Hate-Speech Detection: built and benchmarked LSTM, CNN, Transformer, and GloVe models, achieving 86% accuracy on a 700k+ sample dataset.
RAGLlamaIndexPyTorchRandom ForestClinical AINLP

Student Instructor & Representative

University of Maryland

May 2020 – May 2021

College Park, MD

  • Designed and instructed a new student-initiated course on the Linux command line, including an original syllabus and assignments.
  • Served as a student liaison to the Information Science Committee and mentored students in SQL and database design.
Linux CLIPostgreSQLTeachingCurriculum Design

Tech Stack

Skills

A broad technical toolkit built across research, engineering, and production environments.

Languages

BashJavaPythonRSQLTypeScript

LLMs & GenAI

Hugging FaceLangChainLangGraphLoRAMCPOpenAI APIRAGTransformersvLLM

Machine Learning

PyTorchScikit-learnTensorFlowXGBoost

Databases

ClickhouseElasticsearchMySQLNeo4jPostgres

Infrastructure

AWSAzureDockerGitKafkaKubernetesLinuxREST APIs

Recognition

Awards & Honors

Recognition for academic excellence, professional impact, and personal character.

Catalyst Award

The MITRE CorporationNovember 2024

Awarded for exceptional impact and innovation in applied AI engineering within MITRE's national-security programs.

Magna Cum Laude

University of MarylandDecember 2021

Graduated with highest academic distinction — GPA 3.96 — from the College of Information Studies.

Phi Kappa Phi Honor Society

University of MarylandInducted May 2021

Inducted into the nation's oldest and most selective all-discipline honor society, recognizing top scholars across disciplines.

Keter Shem Tov Award

Beth Tfiloh Dahan Community SchoolMay 2017

"Crown of a Good Name" — awarded for outstanding character, integrity, and positive impact on the school community.

Outside of Work

Interests

A few things that keep me curious, grounded, and energized away from the keyboard.

Chess

Strategic thinking on and off the board.

Cooking

Experimenting in the kitchen — from scratch.

Geopolitics

Following global affairs, history, and policy.

Hiking

Getting out on trails whenever possible.

Piano

Self-taught novice pianist.

Running

Varsity cross country roots, still going.

Travel

Exploring new places, cultures, and cuisines.

Strength Training

Consistent lifting — always chasing progress.

Sports

Die-hard Ravens and Orioles fan — always watching.

Let's Work Together

Get in Touch

Have a project in mind or want to explore how AI can help your organization? I'd love to hear from you.

Currently accepting new clients

Available for part-time consulting, project-based engagements, and advisory roles. Typical response time within 24 hours.

Send a Message