Reval Logo
Browse TalentFind TalentOpen JobsPricingFAQsGet Started
ScreenedIdentity Verified
No cost, no commitment - we'll make a personal intro
BS

Bilal Sadaqat

Senior Machine Learning Engineer specializing in NLP, LLMs, and AI systems

Buzz SolsUniversity of MontanaPalo Alto, CA8 Years ExperienceSenior Level

Connect with Bilal

Bilal already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

About

AI/ML engineer with hands-on experience building a healthcare-focused generative AI application end-to-end, from architecture and data design through deployment, monitoring, and iterative improvement. Particularly strong in multi-agent LLM systems, fine-tuning, and safety guardrails, with measurable impact including a 20% accuracy lift to 91% and 10% latency improvement in a nutrition recommendation pipeline.

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

From $50one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee

Key Strengths

  • End-to-end ownership of production healthcare AI systems
  • Designed multi-database AI architecture across vector DB, Postgres, graph DB, S3, and DynamoDB
  • Improved nutrition-profile accuracy by 20% to 91%
  • Reduced latency by 10% by replacing vector retrieval with fine-tuned model inference
  • Strong multi-agent LLM system design with context management and token-cost optimization
  • Applied LoRA/QLoRA fine-tuning and deployed models on SageMaker
  • Built safety and reliability mechanisms including validation agents, retries, guardrails, and output clipping
  • Translated research into production using nutrition scoring methodology and USDA data integration
  • Established structured output validation and testing practices for Python services

Like what you see? We'll introduce you to Bilal directly.

Experience

Senior Machine Learning EngineerBuzz Sols · Jan 2023 – Present
Machine Learning EngineerCastlight · Jan 2020 – Jan 2023
Software EngineerTrilliant Health · Jan 2018 – Jan 2020

Education

University of Montanabachelor, Electrical Engineering

Skills

Deep LearningReinforcement LearningNatural Language ProcessingLarge Language ModelsGenerative AIPrompt EngineeringAgentic AIComputer VisionOpenCVAnomaly DetectionFeature EngineeringModel DeploymentPythonC++React

Languages

English

Browse Similar

All Machine Learning EngineersMachine Learning Engineers in Bay AreaAI & Machine LearningAI & Machine Learning in Bay AreaDeep LearningReinforcement LearningNatural Language ProcessingLarge Language Models (LLMs)

Similar Candidates

SG

Sourabh G

Mid-level AI/ML Engineer specializing in LLM training, RAG, and scalable inference

Bay Area, CA3y exp
OpenAICarnegie Mellon University
A/B TestingAgileApache HiveApache KafkaApache SparkArgo CD+160
View profile
VP

Vikesh Patel

Staff AI/ML Engineer specializing in LLMs, fraud detection, and MLOps

Menlo Park, CA9y exp
MetaMetropolitan State University
PythonSQLJavaScalaRBash+118
View profile
JM

Jani Mohammed

Mid-level AI/ML Engineer specializing in LLM training, RAG, and scalable inference

Bay Area, CA5y exp
OpenAICalifornia State University, East Bay
A/B TestingAgileApache HiveApache KafkaApache SparkArgo CD+161
View profile
EP

Esha Pahwa

Screened

Intern Machine Learning Engineer specializing in LLM agents and multimodal reasoning

Mountain View, CA2y exp
Corvic AICarnegie Mellon University

“LLM/agent engineer who built a production code-generation agent at Corvic AI that lets non-technical users query CSV/tabular data in natural language by generating and executing Python. Focused on making LLM systems reliable and scalable via schema-aware validation, sandboxed execution-feedback retries, prompt caching/embeddings, async execution, and high-throughput data processing with Polars; also partnered with Adobe product/marketing to ship brand-aligned AI content generation for email and push notifications.”

Machine LearningDeep LearningLarge Language Models (LLMs)Retrieval-Augmented Generation (RAG)HTMLEmbeddings+90
View profile
SS

Sravan Sama

Senior Machine Learning Engineer specializing in LLMs and scalable MLOps

San Francisco, CA7y exp
MetaIndiana University
A/B TestingAgileAmazon EC2Amazon EKSAmazon S3AWS+147
View profile

Interested in Bilal?

We'll personally introduce you - no strings attached.

For Hiring Teams

Build your dream team with Reval

Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.

From $50one-time kickoff
10%on successful hire
48hrsto first candidates
Post a Role90-day money-back guarantee. A fraction of traditional agency fees.

Discover more candidates like Bilal

Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.

Search Talent

Connect with Bilal

Bilal already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

From $50one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee
Bilal SadaqatSenior Machine Learning Engineer specializing in NLP, LLMs, and AI systems