Engineer Data

Christopher Gambino

** ****** **. ******, ** ****8 631-***-**** *****.*********@*****.***

Data Analyst

Summary

Proficient Matlab user with an in-depth understanding of statistics and mathematics

Analyst actively studying and expanding into new methodologies

Data miner with experience accessing a wide variety of storage formats

Current Projects

Hidden Trend Detection. Over a decade of calibration and test data for a wide array of force

transducers was stored on servers in outdated file formats. I was able to extract meaningful

results from these otherwise outdated files, which allowed my coworkers and I to launch two

ongoing projects at AMTI “historical behavior” and “automatic approvals.” The historical

behavior project aims to quantify trends between the type of transducer and anomalous

behaviors. The objective of the automatic approvals project is to develop a system that will

eliminate the need for senior engineers to review individual products.

Bioinformatics: Proteomics Graphing. Mass spectrometry data was acquired by Harvard

Medical for 22 core proteins in which >30,000 interactions were quantified. This information

was provided in unstructured format spread across >170 files, which rendered it very hard to

access. I created a framework in which the user can access a repository, apply a set of filters,

and specify an output format. This allowed initial release of the research (presentation and

poster) several months ahead of schedule.

Complex Pattern Analysis. Historical data on 3000 securities was loaded onto a Hadoop

cluster for initial sorting and cleaning. I accessed data in Matlab via the JDBC connection. By

applying a Hidden Markov Model (HMM) to select securities I predict the next day’s price

based on the previous end-of-day movement. I am experimenting with a Bayesian network to

integrate the HMM with other experimental indicators, including a Neural Network, Trailing

Average Deviation, and assorted traditional indicators, such as the slow stochastic oscillator.

Job Experience

Bioinformatics Consultant Harvard Medical 2013–Present

Provided expertise pertaining to data integration and evaluation

Created framework for an custom analytics package

Biomechanical Engineer AMTI Watertown, MA 2011–Present

Currently spearheading multiple projects to automate production and provide insight

into past performance

Assisted in complex machine design to create a six degrees of freedom joint testing

platform

Researcher Various Institutions 2005–2011

Held multiple internships and co-ops at Stony Brook University, Rensselaer

Polytechnic Institute, and Beth Israel Hospital

Credentials

Bachelor of Science, Biomedical Engineering, Rensselaer Polytechnic Institute, 2011

Concentration in Mechanics including coursework in systems design and analysis

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