Skip to content
View ggmartins's full-sized avatar

Block or report ggmartins

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ggmartins/README.md

Portfolio Images

Hi, I'm a Senior Software Engineer working for DSI Data Science Institute. I'm currently allocated to the Internet Equity Initiative (IEI) as a Backend/Data Engineer. I have 20+ years of working on Computer Networks with experience in Security, HPC, and Mobile. Recently, I've been shifting the gears for everything's Data and Education, BI, and Decision-making processes. My latest project is running at https://beadchallenge.org with a serverless backend.

Instead of a wordy Resume, here's a more relaxed collage of images with important documentation of my work as most of it is open source (opinions are my own). Also, check out my latest WIP on UI dashboarding IEI Netrics data here.


image
Figure 1. This is the Netrics backend stack I was responsible for on the left. In prod for 3 years and crossed the 1 billion data-point mark of encrypted data. The stack includes small Golang data collection applications, python IaC (Serverless AWS code), terraform code, SQL database schema, parallel Python data ingestion, Kafka producer/consumers. On the right, is the System Design for https://beadchallenge.org.


image

Figure 2. Aggregated average latency (active unloaded ICMP) for all Netrics deployed devices in Chicago city. As expected: fiber tech has lower latency compared to the other technologies. Data warehoused on TimescaleDB, image extracted from Superset BI tool. Estimated devices deployed: 120 in Chicago area. We benchmark the internet for ISPs to ensure internet consumers are getting a fair performance from their contracted services.


image

Figure 3. A Netrics Grafana dashboard with fluctuation on both latency and speed test. High-performance multiplayer games must have Netrics installed and keep an eye on their performance over time.


image

Figure 4. Campus deployment of Netrics, showing high latency for an outlier (Booth School). Image extracted from Looker Studio.


Figure 5. BEADChallenge.org analytics, where the internet speeds are lower (unserved/underserved) in IL, USA? / Satellite Internet Performance: The key technology responsible for bringing Internet to unserved. (Download / Upload in Mbps).


portifolio_analytics1

Figure 6. Data analysis work for the Internet Equity Initiative group. Does the low-income population have worse internet performance than the high-income? What does it mean to be an underserved or unserved area regarding broadband infrastructure? Is the broadband evolving in the US (2019 - 2021 comparison)?



Video 1. First prototype of Netrics Passive in action (aka NetMicroscope). Software implemented in C with libwebsockets, libpcap, html, javascript, jquery, chartjs.
[WSJ Study](https://www.wsj.com/graphics/faster-internet-not-worth-it/)

image


image

Figure 7. Netrics Passive Schematics developed circa 2015. A $200 kit (Jetson Nano 472 GFLOPS) for high-performance passive packet capture, network monitoring and ML inference.


image

Figure 8. My earlier work (circa 2009-2011) on Deep Packet Inspection (DPI) for Alcatel-Lucent, programming CloudShield/IBM equipment (PacketC / C ). I was the principal engineer for the protocol/app service detection intelligence of the network traffic control engine called Agya. The solution was deployed in the Latin America region, mainly in Brazil.

A few of my certificates:

image image image image image image

Popular repositories Loading

  1. dataengbb dataengbb Public

    Data Engineering Building Blocks

    Python 7 1

  2. http_latency_plotter http_latency_plotter Public

    HTTP round-trip time latency written in Python

    Python 2

  3. appnode appnode Public

    A project for containerize multiple research platforms

    Shell 2 1

  4. cppbuildingblocks cppbuildingblocks Public

    C++ Boost/STL/libraries code snippets most commonly used

    C++ 1

  5. bingram bingram Public

    Experiment with binary pattern mining using C

    C 1

  6. golangbuildingblocks golangbuildingblocks Public

    repo for golang common code snippets / reusable code blocks

    Go 1