big data and the dawn of algorithms in everything

Big Data and the Dawn of Algorithms in Everything

Dr. Morten Middelfart – Background

• 2014 – Present, CIO of Genomic Expression, Inc.

• 2014 – Present, Founder & Chairman at Social Quant, Inc.

• 1997 – 2014, CTO of TARGIT Business Intelligence, Denmark & USA

• 1996 – 1997, Founder and CEO of Morton Systems ApS, a BI company

• 1992 – 1996, BI Project Manager at Maersk, Denmark & New Jersey, USA

• 1990 – 1992, Platoon Leader, Danish Army, Motorized Combat Infantry

• 1985 – 1989, Programmer at Sandlykke & Leifsgaard, Denmark

• 1983 – 1984, Game Programmer

"An eloquent examination of how computer

technology is altering the human potential

and of the implications for management

and leadership.

Dr. Middelfart challenges readers to

reevaluate their preconceived notions

about the synergistic relationship between

the humans and computers."

John Pourdehnad, Ph.D.

Ackoff Center for Advancement of

Systems Approaches (ACASA)

University of Pennsylvania

Level 1

Access

Level 2

Speed

Level 3

Autonomy

Level 1: 1996-2003

Access

Level 2: 2004-2014

Speed

KPI(s)

The OODA Loop

KPI(s)

The OODA Loop

ActionStoryboard Mass-Comm.Other CommunicationWorkflow Initiation

Modify Cycle

ObservationDashboardsReporting

Agents

OrientationAnalyticsSimulation

Data Mining

DecisionSearch for additionalInternal & External

Knowledge

The OODA Loop

Strategic

Tactical

Operational

Level 3: 2014+

Autonomy

DataAvailable to Organization

Level 3: 2014+

Level 3: 2014+

”Real World”Impacts

”Real World”Impacts

”Real World”Impacts

Level 3: 2014+

”Real World”Impacts

”Real World”Impacts

Sentinel Sentinel

Sentinel”Real World”Impacts

Level 3: 2014+

Sentinel Sentinel

Sentinel

Level 3: 2014+

KPI(s)

The OODA Loop

ActionStoryboard Mass-Comm.Other CommunicationWorkflow Initiation

Modify Cycle

ObservationSentinels ->

Agents ->Mobile Devices

Orientation

ContextualAnalytics

DecisionCollaboration

Level 3: 2014+

Human-ComputerSynergy

Level 3: 2014+

Trust ≠ Fear

Level 3: 2014+

Google, Facebook, Siri?

Source: Brian B. Spear, Margo Heath-Chiozzi, Jeffrey Huff, “Clinical Trends in Molecular Medicine,” Volume 7, Issue 5, 1 May 2001, Pages 201-204.

Only 25% Gets a

Longer Life

What Could Save People

in The Remaining 75% is

An Algorithm

This is where we put Tanya’s argument for the miracles that happen all the time, but are dismissed as outliers to fulfill

an “average criteria”.

We intend to pool the miracles!

Variable Tumor Response to an Anti-PDL1 Checkpoint Inhibitor

Chart part of Figure from Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients, Roy Herbst et al., Nature 515, 563–567 (27 November 2014) doi:10.1038/nature14011

This is where we put Tanya’s argument for the miracles that happen all the time, but are dismissed as outliers to fulfill

an “average criteria”.

We intend to pool the miracles!

Speed of Big Data

Using RNA we reduce Input Sequence to 1-2%

compared to DNA

Using our patented approach in sample prep we

reduce data 10x while we improve quality!

≈ 1000x Reduction

An Algorithm connects the dots

Shall we Play a Game?

@dr_mortonmorton@SocialQuant.net