This comprehensive guide provides ten essential tips to help business leaders effectively integrate AI into their operations and overall business strategy.
Fedja Bosnic
Founder | Leader | CTO
I'm a seasoned engineering veteran, turned leadership, turned founder.
In a nutshell:
- Founder of an AI startup
- 10+ years of engineering leadership
- 20+ years of engineering and architecture
My mission is to take the burden of technical complexity away from founders and their creative teams, so that they can focus on building their product.
Open to fractional CTO, engineering leadership and advisory roles.
Work
- https://englishlive.ef.com/en/
English Live, EF's online language learning platform has a global footprint of 200,000 users.
I led the engineering group (25+) in building the next-generation of the platform, focused on merging the B2B and B2C products, with scalability and growth in mind (monolith to microservices). I proposed a vision and strategy to the engineering group which we delivered on with a successful GTM launch to multiple markets.
Hedge Fund Startup
Sequoia Capital LLP established SCFM LLP, a fund management offshoot (since closed).
I built the engineering group from the ground up; hiring a number of "10x" engineers from the industry, establishing a physical presence at the exchange datacenter and building out our in-house trading systems. The platforms we built were cutting-edge and allowed us to compete with large institutional banks in a high-frequency, low-latency environment.
Experience
Machined
Founder and CTO
Feb 2023 - Present
Machined AI helps businesses and agencies boost their organic traffic with SEO-optimized content - I am the Founder and CTO
- Bootstrapped to $100k ARR in <3 months
- Reduced churn by 60% over the course of 6 months, in an industry where high churn is defacto
- Designed a scalable low-code architecture that supports 1,000s of users running 1,000,000s of isolated AI workloads every month
- Designed a resilient AI subsystem capable of automatically managing API failures allowing stateless stop-and-continue
- Designed a groundbreaking feature that brings realtime context into AI generated content, along with citations to the sources used
Intercom
Senior Software Engineering Manager
Sep 2021 - Jun 2022
Intercom is the complete customer service platform for business messaging and help desk - I was responsible for the newly formed flagship Web Messenger Team.
- Delivered a cornerstone project in collaboration with 3 other groups and 5 teams across the org
- Took ownership of a long-standing org-wide security initiative, built a working group to tackle it and delivered the first milestone
- Coached high-profile senior/staff engineers through promotion with year-round mentorship and support, collaboration on their promo docs and advocating for them across the engineering group
- Mentored a (historically) low-performing engineer through his long-outstanding promotion by providing regular one-on-one sessions and creating the space for him to exhibit his seniority
- Advised group leads on reorg decisions and their impact on people and engineering
EF Education First
Software Engineering Manager
Jan 2019 - Sep 2021
EF Education First is the world's largest private education company - I was accountable for the English Live engineering group.
- Launched our next generation online language learning platform 🚀🚀🚀
- Constructed a new engineering strategy and roadmap merging our B2B and B2C platforms
- Reduced platform cost by 50% by migrating to AWS EKS and utilising spot worker instances
- Introduced 10% time allocation for R&D, cross-team working groups, lunch-and-learns and demo days
- Championed SRE practices and devops culture; introduced objectives and error budgets, 24/7 support and blameless post-mo
- Championed full-stack observability including logging, metrics and distributed tracing complemented by cross-platform product analytics
- Introduced git commit and pull request analytics enabling managers to provide better coaching for engineers
- Drove PaaS and SaaS adoption across the organisation
Sequoia Capital LLP
Head of Software Development
Jun 2008 - Jan 2019
Sequoia Capital is a London based group of companies that specialise in low-latency systematic trading - I was accountable for engineering strategy and delivery across the group.
- Built a top-tier engineering function by hiring "10x" software and devops engineers
- Reduced execution costs by $350k per year by deciding to build rather than buy, replacing the legacy third-party trading platform with an in-house custom built system
- Decreased our trade execution time by over 800% through building a custom FIX engine, highly optimized for ultra-low latency trading (open sourced)
- Reduced backtesting time from hours to minutes by designing and building a specialized big data storage system for our market data, 10 years of 250 million datapoints per day with a median query time of 5ms
- Introduced realtime PnL monitoring that enabled traders and quants to visualize the impact of trades in real time, and even before they were actually executed - previously this process was 24 hours delayed
- Saved the quant team 30 hours per week by advocating for and building a trading platform shim that allowed them to write production-ready execution algos directly in python, their language of choice
Send me Talent
Chat with the founders of Go Fractional to learn what problems you could be solving tomorrow.