Talent Scientist &
Recruiting Leader

I lead AI-powered recruiting teams - and build the apps, agents, and systems that help them hire elite talent, fast.

Anthony Farelli

hi, i'm Anthony

0
Years recruiting
0
Technical hires
0
Startup exits
0
Products shipped
About me

People. Software. AI.

Summary

I've been recruiting engineers, data scientists, and product leaders for 15 years now - at everything from seed-stage startups to public companies. Along the way I've gotten very good at finding great people and convincing them to take a leap.

At Machinify, I personally hired 70%+ of the technical staff from Series A through acquisition, and grew the company from 20 people to 150+ before our first exit. I also built software to address our hardest recruiting problems - sourcing, fraud detection, and analytics.

Now I do all three: recruiting for our toughest technical roles, leading the recruiting teams, and building the software that powers it all.

Domains I recruit for

AI & Data

  • AI / Machine Learning
  • Applied AI
  • Data Science
  • Data Engineering
  • GenAI / NLP
  • Reinforcement Learning
  • Search & Recommendations
  • ML Infrastructure
  • MLOps / LLMOps
  • Model Evaluation
  • Talent Science
  • People Analytics
  • Candidate Fraud Detection

Engineering

  • Backend
  • Frontend
  • Full-Stack
  • Platform
  • Distributed Systems
  • Cloud Infrastructure
  • Site Reliability / SRE
  • Security
  • Developer Tools
  • Mobile

Product & Leadership

  • Product Management
  • Technical Product Management
  • Design
  • Analytics
  • Operations
  • Recruiting Operations
  • Recruiting Systems
  • Recruiting Automation
  • Engineering Leadership
  • AI / Data Leadership
  • Product Leadership
  • Executive Leadership

Autonomy

  • Robotics
  • Computer Vision
  • Camera Systems
  • Perception
  • Sensor Fusion
  • Localization / SLAM
  • Motion Planning
  • Controls
  • Simulation & Validation
  • Safety Engineering
What I do

Turning talent into a science

I recruit for the hardest technical roles, lead the teams that do it at scale, and build the tooling that makes both faster.

01

Technical Recruiting

Full-cycle hiring for the roles nobody else can fill - sourcing through close for AI/ML, data, backend, product, and executive talent.

02

AI Tooling & Automation

Claude-powered agents and apps that automate sourcing, screening, and the operational grind - so recruiters talk to people, not spreadsheets.

03

Building Software

Production apps, Chrome extensions, dashboards, and edge workers - shipped end-to-end to solve real recruiting problems.

04

Recruiting Leadership

Process architecture, headcount planning, comp analysis, interview-loop design, and recruiter coaching - building hiring engines that scale.

Experience

Where I've been

Fifteen years building technical teams - from my own search firm to TikTok to a venture-backed AI startup through acquisition.

Machinify

The AI platform for healthcare payments
2022 - Present
Director, Recruiting & Talent AI
  • Spearhead technical recruiting across Data Science, Engineering, and Product for an AI healthcare-payments startup (acquired, 2025).
  • Built an e2e talent-AI software stack for sourcing, recruiting, and reporting. 5 products (harvestr, huntr, kickstart, talentDB, anyReport) interconnected to supercharge every aspect of our people org.
  • Personally hired 70%+ of the technical staff from Series A through acquisition - grew the company from 20 to 150+ people before its first exit.
  • Hands-on recruiter for the most critical, high-level roles, owning sourcing through close for executive and founding-level hires.
  • Own parts of recruiting process architecture, tooling, headcount planning, comp analysis, interview-loop design, hiring-manager calibration, recruiter coaching, and offer strategy.
Career path at Machinify
Sr. Technical Recruiter2022 - 2023
Lead Technical Recruiter2023 - 2025
Director, Recruiting & Talent AISep 2025 - Present

TikTok

2019 - 2022
Sr. Technical Recruiter
  • Full-cycle recruiter and team lead covering Data Science, Engineering, and Product.
  • Averaged 2 senior hires per month across a 10-15 req load.
  • Drove the new-req intake process - scoping roles and aligning with hiring managers on requirements.
  • Rebuilt the sourcing playbook and candidate experience from scratch.
Career path at TikTok
Technical Recruiter2019 - 2020
Sr. Technical Recruiter2020 - 2022

Farmingdale Group

Search firm
2011 - 2019
Founder · Acquired, 2019
  • Started a technical search firm focused on building engineering and data teams at public companies and startups.
  • Grew it from zero and sold the business in 2019.

Education

Ramapo College of New Jersey

BBA, Marketing

2007 - 2011
Selected work

Things I've built

Four connected products I built to move recruiting forward, from the first role brief to the final report.

harvestr

AI-powered application review and fraud detection
harvestr screening results

huntr

AI-powered passive candidate search
huntr hunt setup

kickstart

Smarter way to intake/open new roles
kickstart intake setup

anyReport

AI-powered, custom, on-demand reporting
anyReport report creation

How I work

An AI-powered recruiting process

The same five-step system whether I'm filling one founding role or standing up an entire technical org - refined over 15 years and 500+ hires.

01

Calibrate

I sit down with hiring managers to define the role, the scorecard, and what "exceptional" actually looks like - before sourcing a single profile.

02

Source

Deep, AI-assisted sourcing - Claude agents surface and research candidates across the market so the top of the funnel is elite, not just full.

03

Screen

Every applicant runs through Harvestr for role-specific AI identification of standouts, and Verif_Hire for fraud detection - with identity-stripping.

04

Interview

Structured loops I design with the team - calibrated rubrics, fast feedback, and a candidate experience that consistently closes great people.

05

Close

Comp analysis, offer strategy, and high-touch closing to land the hire - then I use the gathered data to keep tightening the whole loop.

My stack
Contact

Let's build something great.

Always happy to talk recruiting, AI tooling, or whatever you're building. Reach out.