ORLANDO, FL // SENIOR SOFTWARE ENGINEER

Connor Hallman

Connor
Hallman

I build enterpise-grade systems end-to-end, from database to deployment, across whatever domain the problem lives in. I have six years of production engineering experience across data pipelines, SaaS products, internal tools, and open source.

At Vintory I replaced a failed $300K offshore effort solo in a month, normalized 100M+ owner records with custom identity resolution, and now run the platform as both lead engineer and de-facto product manager.

IDENTITY RESOLUTION // VINTORY DATASET
Address Resolution~30M records
RAW VARIANTS
"123 main st"
"123 Main St."
"123 MAIN STREET"
"123 mainn street"
NORMALIZEabbrev · case · punct
CANONICAL FORMUSPS standard
CLUSTERsignature match
CANONICAL
123 Main St
Orlando FL 32801
Owner Resolution~100M records
RAW VARIANTS
"JOHN A SMITH"
"Smith, John"
"J. Smith"
"John Smith LLC"
NORMALIZEname · entity type
FUZZY MATCHlevenshtein · token
DEDUPEmerge + rank
CANONICAL
John Smith
individual
PROPRIETARY MATCHING STRATEGIES
01
Flagship Projects
Vintory
Active2023–Present

Vintory

Three years as the primary engineer behind Vintory's data and tooling platform. Built the normalization and identity resolution system for 30M addresses and 100M owner records, and now run the development team as both lead engineer and de-facto product manager.

ASP.NETReactBlazorMariaDBPostgreSQL

Replaced a 6-person $300K offshore failure solo in 1 month; 1,000+ metric observability dashboard; identity resolution across 100M+ owner records

Read More
BifrostMCP
Active2024

BifrostMCP

A VS Code extension that acts as an MCP server, exposing language server features like go-to-definition, find-all-references, and call hierarchies directly to AI tools. Instead of guessing where a function is defined, an AI can ask VS Code and get the exact answer.

TypeScriptVS Code APIMCPLSP

205 GitHub stars, 1,600+ extension installs without marketing

Read MoreSource Code
03
Blog
04
Work Experience

Lead / Senior Software Engineer

VintoryNov 2025 – Present
  • De-facto product manager and technical lead across the entire platform
  • Part of all leadership meetings; direct engineering vision and prioritize roadmap
  • Manage other developers on siloed data projects

Full-Stack Software Engineer

VintoryNov 2023 – Nov 2025
  • Built a data platform solo in 1 month that a 6-person offshore team failed to deliver in 6 months with a $300K budget
  • Designed and built a live observability dashboard with 1,000+ metrics and 200 graphs in Grafana
  • Normalized, deduped, and standardized a 30M-address, 100M-owner dataset using custom identity resolution strategies

Software Engineering Contractor

VintoryJan 2023 – Nov 2023
  • Took on full architecture ownership from day one — vague tickets required designing tables, APIs, services, and types independently
05
Technical Range

Languages

C# / .NET
6yr
TypeScript / JS
5yr
HTML / CSS
5yr
SQL
3yr
Python
3yr
C
3yr
Java
1yr

Frameworks & Libraries

ASP.NETEntity FrameworkBlazorHangfireLINQReactNext.jsTailwindSvelteNuxt.jsExpressLangChainLangGraphSeleniumOpenTelemetryDrizzle

Databases

PostgreSQLMariaDB / MySQLSQL ServerMongoDBSQLiteDuckDb

Infrastructure & DevOps

AWS (EC2, S3, RDS, CloudFront, Route 53, Lambda)Digital OceanHetznerDockerVercelGitHub Actions / CI/CDCloudflareIISGrafanaPrometheusSentryPostHogStripeOpenAI / Gemini / OpenRouterVAPI
06
Education

B.S. Computer Science

Focus in Artificial Intelligence

University of Central Florida

Aug 2023 – Dec 2025
  • Senior design project: agentic autonomous drone for Northrop Grumman
  • Built a full language with tokenizer, compiler, ABI, and virtual machine
  • Built a robotic flower with moving petals that moved towards the light
  • Coursework: algorithms for ML, robot vision, security in computing, discrete math
07
Get In Touch

I am looking for roles where the problems require critical thinking and my contributions have real impact. Remote or hybrid, any industry, any company size.