Nari Savanorke-Joyce: Zen and the Art of Data Science
Hacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Release Date: 03/17/2017
Hacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
“When asking for help, appeal to self interest over mercy or gratitude” I met Chris Schelzi in early 2015. He was working at Black Rock at the time. Then we poached him to work with us on a startup. Chris helped that startup raise more than a quarter of a million dollars in a crowdfunding campaign. Now, he's working at AppSumo, bringing you great deals on cool tools for your company. In our conversation, Chris and I dive deep into: Coffee Hedonism Diet and Exercise Ideas for the next great health tech startup How AppSumo is empowering entrepreneurs Please enjoy this episode of Hacker...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
You know those people that everybody seems to like? They have charisma. They're affable. Like Jeff Daniels on the Newsroom. That's Matt Javitch. Matt has been taking a barbell-approach to investing in Boston real estate and startups. He's my go-to resource for investment advice because, unlike some advisors who try to sell me their advice, he makes a living off his investment thesis. Also, he's never tried to sell me a thing. I invited Matt on the show to give me a deep dive into real estate investing fundamentals, quitting corporate life for startup investing and more. We talk about The...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Sometimes you start a conversation with one intention, and digress into something completely different. This happened to me recently, in a conversation with an old friend and mentor, Johnny Boursiquot. Johnny and I were supposed to do a deep dive into Go Lang and Ruby in this hour long conversation. Instead we spent half an hour talking about Johnny's experience building a technology agency from scratch. Then we got around to talking tech XD. Johnny is well-known as one of the pillars of . He also helped to organize before moving to Maryland where he founded . He was listed on New...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Do you know somebody who loves to argue? I'm one of those people. So is Julia Kelly. We're great together. Julia is the most renowned caricature artist west of the Mississippi. She built her business from scratch and is currently starting business #2. I guess I caught her at a good time. When I asked her to do an interview with me. She made an interesting request: "Let's wing it!" She's been on some pretty awesome podcasts including: , , and . She says: the less scripted the show, the more fun the interview. My old college buddies would agree: Justus loves "doing it live". So I...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Building products from scratch is hard. Building a business is at least as difficult. A lot of young founders and entrepreneurs lose their minds trying to grapple with the interwoven complexities of these disciplines. Chris Michaud has figured them both out. Chris is a rising phenom in the world of industrial design and manufacturing. In 2015 he left a full-time gig and started First Summit Design, a product consulting group with a focus on industrial design for cool products. He's since become involved with a number of other design-focused companies that we discuss in some depth. We had a...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Peter Dunbar is a master conversationalist. I’ve seen him strike up engaging discussions with everyone from valets to Fortune 500 CEOs. That alone would make him impressive, but our guest today is also a hard-core hacker. I first knew him as the head of hardware at a start-up we both worked at. He graduated high school at 16 to pursue a life of engineering and entrepreneurship. His hacking experience is extremely diverse. Links: Reach out to Peter: Email: Cell: +1 (207) 649-5037 – only if you want to have a conversation! Notes [3.30] Peter describes how he has been able to get work...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Naf Visser is the CEO of Humans Working, an executive coaching firm that I worked with last year when I was managing the innovation department at Boston’s fastest growing tech agency and trying to get a nut butter company off the ground at the same time. He helped me manage that non-trivial workload through a mindfulness practice that I call the Art of No Thought. He’s also the founder of the Holocaust Kindness Project which we’ll talk about. I’m so glad to welcome one of my closest friends to the show: Naphtali Visser, but we call him Naf. LINKS: FIND: [3.00] Why reading ...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
David Wang is a genius-level engineer and computer scientist. He got a PhD at MIT focusing on planning for autonomous systems. He also holds degrees in techniques for improving software reliability, Aeronautics & Astronautics, Electrical Engineering, & Computer Science from MIT. His work experience includes time at JPL, Draper Labs, Northrop Grumman, Pratt & Whitney, Boeing, and DARPA. At MIT, he helped teach a variety of courses including one in Principles of Autonomy and Decision Making. . Since graduating, he’s helped found a school in Boston that has no courses, no subjects,...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Diana Yuan is helping to lead the AI revolution. She is the COO of Boston’s scrappiest Machine Learning startup. Her, and her team of Olin Engineering dropouts, are democratizing machine learning tools for hackers all round the world. Startup founders have an earned reputation for nonsensical over-confidence. Often, they're impossible to spend time with socially due to a complete lack of self-awareness and social graces. Diana is not one of those people. As far as early-stage executives go, Diana has more self-awareness than most entrepreneurs twice her age. She's bright and cheerful and a...
info_outlineHacker Practice: GROWTH, SYSTEMS, and RISK for Startups and SMB
Andrew Dodson is one of the smartest hackers I know. Our conversations typically happen over coffee and Go (the ancient board game). We talk about physics and simulation theory. In fact, he once loaned me Simulation by Jean Baudrillard and I never returned it (sorry!). In episode 5 of Hacker Practice, I get the real scoop from Andrew. I am deeply interested in sustainable technology. At the moment of writing I live on a small organic farm. My hands are literally dirty from playing in the greenhouse. No lie. That's why I spent most of this episode talking with Andrew about small-scale...
info_outlineI met Nari Savanorke-Joyce while living with 20 other people in a double-wide row home in Boston's most elite neighborhood. She had just graduated from Wellesley College (Hilary Clinton's Alma Mater) and was getting started in entry-level corporate America.
Within a year she had become one of her company's most valuable data scientists.
Nari and I used to go sailing on the Charles River. We'd talk about economics, education, and the future of technology. Those conversations were fascinating to be a part of, so I thought: "Why not bring the genius of Nari on the show?"
As a professional, Nari takes cutting edge predictive models from the dusty shelves of academia and puts them to work on important business cases. She's a technical expert in data science but more than that, she's a chameleon who deftly maneuvers the social and political conditions of whatever situation she's in.
Our conversation in episode 4 of Hacker Practice takes place on Skype, with Nari calling in from a poppin' lounge in Stockholm. If you're unfamiliar with data science or are looking for career advice for ambitious millennials, you will certainly enjoy this conversation with Nari Savanorke-Joyce.
[1.10] Why Nari booked a trip to Stockholm, Sweden on a whim?
[5.50] How Nari learnt about entrepreneurship through her parents
- The importance of failure in the journey and grit required to bounce back
[6.30] Why Nari uses meditation to stay focused
- Application to business environment
[9.30] Adapting to the corporate world despite having entrepreneurship
in your blood
- How to adapt to different environments
- Parental influence in this domain
[13.50] Why putting yourself in a position where you aren’t in control is important for self-development
[16.10] Discussion on data science
Good data scientists excel in three directions:
- Domain expertise
- Computer science / programming skills
- Statistical modelling skills
DATA SCIENCE = Taking massive quantities of data and turning it into actionable insights
[18.30] Discussion on the methodology of data science (How to Data Science 101)
- Find a problem to solve
- Find the data
- Clean the data
- Apply a model
[22.10] How an insurance company uses data science to stop insurance fraud?
- Use models to predict low frequency high severity impact events
[30.30] Incentive structures in a data science role
[33.50] Using logistic regression to ask binary questions i.e. is person x likely to commit fraud?
- Using survivor modelling to understand claim lifespan
[37.30] Why data cleansing is the most time consuming component of data science?
- Using AI to detect pattern anomalies
[42.20] Discussion on behavioural economics (psychology and economics) and how to derive value in data science
[45.00] Behavioral economics is not classical economics
- Can behavioral economics be used to improve lives and business?
[45.30] Specific advice for ambitious young people
- Get out of debt
- Find community with older people
[47.00] Importance in investing in continuous education
- Focus on learning as a motivator
[51.50] Diversification vs focus lesson from Nari’s parents - “You have to go all in if you really want to pursue something”
[55.00] On insurance start-ups attracting corporate talent
- Begin with the “why” and be more than profit seeking
[58.10] Personal finance and budgeting
- Awareness via categorisation of spending
- Automatically save a percentage of your income
[1.03.20] Future of data science
- Using data to continuously dive deeper and personalise – huge potential in the health sector
[1.05.00] Nari provides podcast interview tactics that she’d like to see adopted by Hacker Practice podcast
[1.06.00] Nari’s Top tier interviewees:
- Thich Nhat Hanh – Meditation as we walk through life
- Michelle Obama
[1.10.10] Nari’s book recommendations
- Superforecasting: The Art and Science of Prediction, Philip Tetlock & Dan Gardner
- Atlas Shrugged by Ayn Rand
- The Fountainhead by Ayn Rand
- Colorless Tsukuru Tazaki and His Years of Pilgrimage by Haruki Murakami
[1.15.10] Travel hacks to save money
- Grocery stores are a great way to save money instead of eating out but also to learn about local food and culture
- Walk everywhere, especially if the city or place you are visiting is compact
[1.16.20] Final piece of advice to listeners
- Try 10 minutes of meditation per day