Samuel Evans
@samuelevans2
Senior AI and full‑stack engineer delivering scalable ML systems and production-grade web platforms.
What I'm looking for
I am a Senior AI and Full‑Stack Engineer with deep experience building production ML systems, scalable APIs, and user‑facing applications. I design and ship end‑to‑end solutions from LLM fine‑tuning and RAG pipelines to high‑performance REST/GraphQL backends and responsive frontend experiences.
At recent roles I led AI platform initiatives—owning technical vision, reducing latency, implementing policy‑as‑code compliance, and delivering measurable product improvements such as large reductions in manual validation, post‑meeting admin time, and API response latency. I champion TDD, mentor engineers, and establish operational practices to improve reliability and developer productivity.
I seek to apply my expertise in LLMs, distributed RL, vector search, and cloud architecture to build impactful products that balance performance, compliance, and excellent user experience.
Experience
Work history, roles, and key accomplishments
Senior AI & Full-Stack Engineer
Jump AI
Sep 2023 - Jul 2025 (1 year 10 months)
Built an AI meeting assistant with recording, structured notes, CRM syncs and human-in-the-loop review; implemented compliance policy-as-code and auditable logs, cutting post-meeting admin from ~35 min to <6 min and achieving 95%+ note/action acceptance with zero PII leaks.
Owned a 3-year technical vision for Alexa Subscriptions across 8 product lines and ~50 engineers, delivering multi-million ARR features, standardized LLM fine-tuning, and an automated LLM evaluation pipeline that reduced manual validation by 95%.
Shipped meeting-companion features integrated with Zoom via REST API and Webhooks using React/TypeScript and NestJS, reducing post-meeting clicks ~30% and improving API p95 latency by ~120 ms through Redis caching and SQL optimizations.
Education
Degrees, certifications, and relevant coursework
Louisiana Tech University
Bachelor of Science, Computer Science
2011 - 2015
Completed a Bachelor’s degree in Computer Science with coursework and projects focused on software engineering, systems, and machine learning.
Tech stack
Software and tools used professionally
AWS CLI
WebdriverIO
D3.js
GitHub
GitLab
ESLint
Prettier
Kubernetes
Jenkins
Salesforce
React Native
PostgreSQL
Hadoop
Gmail
Node.js
Django
Next.js
NestJS
Tailwind CSS
Material-UI
Figma
Redis
Jira
Mocha
React Query
Webpack
JavaScript
AWS Elastic Load Balancing ...
TensorFlow
PyTorch
MLflow
HubSpot
Kafka
RabbitMQ
FastAPI
TypeORM
Grafana
Prometheus
Linux
iOS
GraphQL
Prisma
Socket.IO
Elasticsearch
Protobuf
pytest
OAuth2
WebRTC
SQL
Hugging Face
LangChain
Weaviate
AutoGen
Pinecone
CrewAI
Ray
DSPy
Availability
Location
Authorized to work in
Website
enhancv.comJob categories
Skills
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