URGENT NEED

7 days ago

Baltimore, MD, United States Navtech Full time

I have an opportunity for "AI/ML Subject Matter Expert (SME) ___________Baltimore, MD - ONSITE" and I am looking for a candidate who can join Immediately if you are interested, reply to me with your updated resume or if you could refer someone I would really appreciate it.

Position : AI/ML Subject Matter Expert (SME)

Location : Baltimore, Maryland

Duration : long term Project

Job Description:

We are seeking AI/ML Subject Matter Experts (SMEs) with deep technical expertise to lead and drive innovation across critical projects. Ideal candidates will bring hands-on experience in AI/ML model development, deployment, and advanced research, particularly in secure and controlled environments.

Key Responsibilities:

  • Provide expert knowledge and leadership in the development and implementation of AI/ML solutions within the organization.
  • Stay updated with the latest trends in AI/ML and apply cutting-edge techniques to solve complex business challenges.
  • Act as a technical advisor and thought leader on AI/ML projects, guiding model design, development, and deployment.
  • Collaborate with cross-functional teams to gather requirements and build tailored AI/ML solutions.
  • Research, evaluate, and recommend new AI/ML technologies and methods for adoption.
  • Mentor and train junior team members on best practices and AI/ML technologies.
  • Lead the development, testing, and fine-tuning of AI/ML models ensuring performance meets organizational standards.
  • Ensure that AI-generated outputs cite original source documents to maintain transparency.
Special Project Requirements:

LLM Fine-Tuning:
  • Fine-tune pre-trained open-source LLMs, or simulate fine-tuning using adapters (LoRA) if compute resources are limited.
RAG Pipeline:
  • Implement Retrieval-Augmented Generation (RAG) pipelines to enhance LLM outputs with external data retrieval.
  • Employ Graph RAG techniques (multi-hop retrieval) for complex retrieval needs.
Deployment:
  • Host applications locally or simulate private cloud deployment.
  • No exposure of inference APIs to the public (simulate air-gapped environments if necessary).
Security Measures:
  • Encrypt all data storage and retrieval paths.
  • Simulate secure access measures like heartbeat monitoring or biometric authentication for highly secure apps.
API/Backend Development:
  • Provide REST APIs to enable access to LLM outputs and retrieval engines.
UI/UX:
  • Build a simple, intuitive user interface to demonstrate functionality and improve user experience.
Cost Awareness:
  • Demonstrate cost control strategies such as model quantization, optimized retrieval pipelines, and minimal GPU usage for efficiency.
Source Attribution:
  • Ensure every AI-generated answer cites its corresponding source documents for traceability.
Technical Skills Required:
  • Strong background in AI/ML and deep understanding of machine learning algorithms and techniques.
  • Proficiency in Python, R, or Java for AI/ML development.
  • Hands-on experience with LLMs, RAG pipelines, secure deployment practices, and API development.
  • Familiarity with cost-optimization methods for hosting AI solutions.


Regards,

Alex . K

NAVTECH INC

P : (224) 348-1340 E : Alex@navtechusa.com

1600 Golf Road. Suite 1200, Rolling Meadows, IL 60008

www.Navtechusa.com E-Verified Company.

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