關於 computer science must ，我們在網路上蒐集到這些相關的討論、資訊與評價

การจะเป็นโปรแกรมเมอร์ที่ดี คุณสมบัติมีไม่เยอะ
ถ้าแนะนำได้ ก็ ขอให้มีคุณสมบัติ 6 ข้อ ตามข้างล่างนี้ ก็น่าจะเพียงพอ(มั้ง)

✔ 1. ชอบและรักที่จะเรียนรู้เทคโนโลยีด้านคอมพิวเตอร์หรืไอทีตลอดเวลา
เนื่องจากเทคโนโลยีด้านคอมและไอที ไม่สามารถเรียนรู้ได้เร็วภายในระยะเวลาอันสั้น มันต้องใช้เวลาในการศึกษา แถมบางครั้งเทคโนโลยีก็มาเร็วไปไวเสียด้วย ด้วยเหตุนี้คนเป็นโปรแกรมเมอร์ต้องชื่นชอบเทคโนโลยีด้านนี้เป็นทุนเดิม และที่สำคัญต้องหมั่นศึกษาพัฒนาความรู้ตัวเองตลอดเวลาด้วย
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✔ 2. ชอบคิดและแก้ปัญหาด้านตรรกะหรือลอจิก
ส่วนใหญ่แล้วงานซอฟแวร์จะคลุกอยู่กับปัญหา โดยเฉพาะด้านตรรกะหรือลอจิก ดังนั้นคนเป็นโปรแกรมเมอร์ต้องชอบคิด และชอบแก้โจทย์ปัญหาลักษณะนี้เป็นพิเศษ
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✔ 3. ต้องอดทน
งานเขียนโปรแกรมไม่ใช่งานที่ทำแปบเดียวแล้วเสร็จ ต้องใช้เวลาคลุกอยู่กับมัน สามารถอดทนนั่งหน้าจอคอม ต้องมีสมาธิจดจ่อ เพื่อแก้ปัญหา เนื่องจากการพัฒนาซอฟแวร์บางครั้ง มันก็ใช้เวลานาน อาจเป็นชั่วโมง เป็นเดือน หรือเป็นปีก็มี
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✔ 4. ภาษาอังกฤษ
โดยเฉพาะการฝึกอ่านตำราภาษาอังกฤษ หรือการอ่านเว็บไซต์ต่างประเทศ เพราะศาสตร์ความรู้ด้านเขียนโปรแกรม จะมาจากต่างประเทศเกือบหมด ถ้ามัวอ่านจากตำราไทย หรือรอให้มีคนแปล คงจะไม่ทัน เพราะโลกไอทีหมุนเร็วเหลือเกิน อีกทั้งตอนเราพัฒนาซอฟแวร์ขึ้นมาสักชิ้น ก็จะมีภาษาอังกฤษเข้ามาเกี่ยวข้องด้วยเสมอ เช่น อ่าน error ที่พ่นออกมาเป็นภาษาอังกฤษ
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✔ 5. ทำงานเป็นทีม
งานพัฒนาซอฟแวร์บางครั้ง ไม่สามารถสร้างได้คน ๆ เดียวได้ ต้องมีทีมงาน ต้องมีการแบ่งงานกันทำ ดังนั้นโปรแกรมเมอร์ที่ดีจึงต้องรู้จักแบ่งงาน และทำงานเป็นทีมให้ได้
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✔ 6. หมั่นฝึกฝนเขียนโปรแกรมอยู่เสมอ
เพื่อการเป็นโปรแกรมเมอร์ที่เก่งฉกาจ
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ที่มา หนังสือ “โปรแกรมเมอร์ก็รวยได้ ด้วยเส้นทางเอาท์ซอร์สสายดำ”
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<ประชาสัมพันธ์ขายของ>
แนะนำหนังสือ
“โปรแกรมเมอร์ก็รวยได้ ด้วยเส้นทางเอาท์ซอร์สสายดำ”
แบ่งเป็นสองเวอร์ชั่น
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👉 1) เวอร์ชั่นพิเศษเป็น PDF
ปรินต์ออกมานอนเกาพุงอ่านได้ ราคา 330
ติดต่อสั่งซื้อไดที่เมล
✔ patanasongsivilai@gmail.com
✔ เดี่ยวจะส่งเลขบัญชีไปให้ครับ
✔ พอโอนเงินเสร็จแล้ว ก็ส่งหลักฐานโอนเงินมานะครับ
✔ จากนั้นผมจะส่ง PDF ให้ทางเมล
✔ สั่งซื้อได้ตั้งแต่วันนี้ จนถึง 13 ต.ค. 2563 นะครับ
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👉 2) เวอร์ชั่นอีบุ๊กอ่านผ่านโปรแกรมของเว็บ mebmarket
ไม่มีแจก PDF ปรินต์ออกมาไม่ได้
ราคาถูกลงมาหน่อย 250 กับ 279 บาท
ซื้อได้ตลอดเวลา
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รายละเอียดอ่านเพิ่มเติมได้ที่่ 👇
https://www.patanasongsivilai.com/…/sale_book_rich_with_ou…/
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สำหรับตัวอย่างหนังสือ ดาวน์โหลดได้ตามลิงก์ข้างล่าง 👇
https://drive.google.com/open…
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อันนี้เป็นตัวอย่างเวอร์ชั่นเก่าปล่อยมาตั้งแต่ปี 2558 👇
https://www.patanasongsivilai.com/…/download_other_computer/
ซึ่งเวอร์ชั่นใหม่ที่ขายล่าสุดนี้ ปรับปรุงไปเยอะแล้ว
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✍ เขียนโดย โปรแกรมเมอร์ไทย thai programmer
Going to be a good programmer, not many features.
If I can recommend, I wish that I have 6 qualifications below. That should be enough. (Maybe)

✔ 1. likes and loves to learn computer technology or IT all the time.
Because computer and IT technology cannot be learned fast within a short period of time, it takes time to study. And sometimes technology comes fast and fast. This is why people are programmers who love this technology as the same capital and most importantly, study to develop self-knowledge. All the time too
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✔ 2. likes to think and solve logical or logical problems.
Most of the time, software work is about a problem, especially logic or logic, so a programmer likes to think and solve this problem specially.
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✔ 3. must be patient
Programming is not a job done. It takes time to get involved. You can be patient. Sit on a computer screen. You need to concentrate on solving problems because of software development. Sometimes it takes hours, months or years.
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✔ 4. English
Especially practicing reading English textbook or foreign website reading because of the science of the programming knowledge. It's almost overseas. If you read from Thai textbook or wait for someone to translate, it's probably not in time because it's turning so fast. When we develop our software to tattoo. Pieces will always be involved, like reading error sprayed in English.
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✔ 5. working as a team
Software development work sometimes can't be built. Teamwork is required. Good programmers must know how to divide and work as a team.
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✔ 6. Always practice programming
For being a great programmer.
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The source of the book ′′ Programmers can be rich with the black line outsources ′′
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< Public relations for selling stuff >
Recommend a book.
′′ Programmers can also be rich with black outsource routes
Divided into two versions.
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👉 1) Special version as PDF
Princess came out to sleep and scratch my belly. Read it. Price is 330
Contact to order at Mel.
✔ patanasongsivilai@gmail.com
✔ I will send the account number to you.
✔ Once I have transferred money, I send the evidence to transfer the money.
✔ then I will send PDF to Mel
✔ Place your order from now until 13 T. July 2563
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👉 2) Ebook version read through the program of mebmarket web.
There is no PDF giving away. Can't print.
Price is cheaper. 250 with 279 baht.
Buying all the time
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For more details, read more at 👇
https://www.patanasongsivilai.com/blog/sale_book_rich_with_outsource/
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For the book preview, download the link below 👇
https://drive.google.com/open?id=1tAnMozeYd63dcbBGTQmT_ZrpSaamZS3e
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This one is an old version of the trailer, released since 2558 👇
https://www.patanasongsivilai.com/blog/download_other_computer/
This newest version has been improved a lot.
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✍ Written by Thai programmer thai coderTranslated

ในวิชา "วิทยาการคำนวณ" ระดับชั้น ม. 5
ได้ดึงวิชา data science (วิทยาศาสตร์ข้อมูล)
มาปูพื้นฐานให้เด็กๆ ได้เรียนกันแล้ว นับว่าเป็นโชคดี
เพราะวิชาพวกนี้เป็นของสูง กว่าจะสัมผัสก็คงตอนป.ตรี โท เอก
...Continue ReadingIn the subject of ′′ Calculation Theology ′′ class. 5
Pulled data science (data science)
Let's master the foundation for kids to learn. It's considered lucky.
Because these subjects are high to touch. It's probably in the middle of the year. Tri To Aek

Which I will review the content to read roughly. The content is divided into 4 chapters.
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👉 ++++ Chapter 1-Information is valuable +++++
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Data science in the textbook. Used by Thai name as ′′ Information Science ′′
This chapter will mention Big Data or big data with lots of valuable information.
And so much role in this 4.0 s both public and private sector.
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If you can't imagine when you played Google search network, you'll find a lot of information that you can use in our business. This is why data science plays a very important role.
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It's not surprising that it makes the Data Scientist s' career (British name data scientist) play the most important role and charming and interesting profession of the 21th century.
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Data science, if in the book, he defines it
′′ Study of the process, method or technique to process enormous amounts of data to process to obtain knowledge, understand phenomena, or interpret prediction or prediction, find out patterns or trends from information.
and can be analysed to advise the right choice or take decision for maximum benefit
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For Data science work, he will have the following steps.
- Questioning my own interest.
- Collect information.
- Data Survey
- Data Analysis (analyze the data)
- Communication and Results Visualization (Communicate and visualize the results)
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🤔 Also he talks about design thinking... but what is it?
Must say the job of a data scientist
It doesn't end just taking the data we analyzed.
Let's show people how to understand.
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The application design process is still required.
To use data from our analytics
The word design thinking is the idea. The more good designer it is.
Which Data Scientists Should Have To Design Final Applications
Will meet user demand
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👉 ++++ Chapter 2 Collection and Exploration +++++
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This chapter is just going to base.
2.1 Collection of data
In this chapter, I will talk about information that is a virtual thing.
We need to use this internet.

2.2 Data preparation (data preparation)
Content will be available.
- Data Cleaning (data cleansing)
- Data Transformation (data transformation)
In the university. 5 is not much but if in college level, you will find advanced technique like PCA.
- Info Link (combining data)

2.3 Data Exploration (data exploration)
Speaking of using graphs, let's explore the information e
Histogram graph. Box plot diagram (box plot). Distributed diagram (scatter plot)
With an example of programming, pulls out the plot to graph from csv (or xls) file.

2.4 Personal Information
For this topic, if a data scientist is implementing personal data, it must be kept secret.
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Where the issues of personal information are now available. Personal Data Protection is Done
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👉 ++++ Chapter 3 Data Analysis ++++
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Divided into 2 parts:
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3.1 descriptive analysis (descriptive analytics)
Analyzing using the numbers we've studied since
- Proportion or percentage
- Medium measurement of data, average, popular base.
Correlation (Correlation) relationship with programming is easy.
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3.2 predictive analysis (predictive analytics)
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- numeric prediction is discussed. (numeric prediction)
- Speaking of technique linear regression, a straight line equation that will predict future information.
Including sum of squared errors
Let's see if the straight line graph is fit with the information. (with programming samples)
- Finally mentioned K-NN (K-Nearest Neighbors: K-NN) is the closest way to finding K-N-Neighborhood for classification (Category)

*** Note *****
linear regression กับ K-NN
This is also an algorithm. One of the machine learning (machine learning, one branch of AI)
Kids in the middle of the day, I get to study.
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👉 +++ Chapter 4 Making information pictured and communicating with information +++
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This chapter doesn't matter much. Think about the scientist after analyzing what data is done. The end is showing it to other people by doing data visualization. (Better summoning)
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In contents, it's for example using a stick chart, line chart, circular chart, distribution plan.
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The last thing I can't do is tell a story from information (data story telling) with a message. Be careful when you present information.
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*** this note ***
😗 Program language which textbooks mentioned and for example.
It's also python and R language
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For R language, many people may not be familiar.
The IT graduate may be more familiar with Python.
But anyone from the record line will surely be familiar.
Because R language is very popular in statistical line
And it can be used in data science. Easy and popular. Python
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But if people from data science move to another line of AI
It's deep learning (deep learning)
Python will be popular with eating.
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#########
😓 Ending. Even I wrote a review myself, I still feel that.
- The university. 5 is it going to be hard? Can a child imagine? What did she do?
- Or was it right that I packed this course into Big Data era?
You can comment.
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But for sure, both parents and teachers are tired.
Because it's a new content. It's real.
Keep fighting. Thai kids 4.0
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Note in the review section of the university's textbook. 4 There will be 3 chapters. Read at.
https://www.facebook.com/programmerthai/photos/a.1406027003020480/2403432436613260/?type=3&theater
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++++++++++++++++++++
Before leaving, let's ask for publicity.
++++++++++++++++++++
Recommend the book ′′ Artificial Intelligence (AI) is not difficult ′′
It can be understood by the number. End of book 1 (Thai language content)
Best seller ranked
In the MEB computer book category.
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The contents will describe Artificial Intelligence (A) in view of the number. The end.
Without a code of dizzy
With colorful illustrations to see, easy to read.
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If you are interested, you can order.
👉 https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ&fbclid=IwAR11zxJea0OnJy5tbfIlSxo4UQmsemh_8TuBF0ddjJQzzliMFFoFz1AtTo4
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Personal like the book. You can see this link.
👉 https://www.dropbox.com/s/fg8l38hc0k9b0md/chapter_example.pdf?dl=0
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Sorry, paper book. I don't have it yet. Sorry.
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✍ Written by Thai programmer thai progammerTranslated

麻煩大家幫忙
留下優秀的一家人

他們來自波多黎各
父母親都是名校約翰霍普金大學的電腦碩士
(Master Degree in Computer Science - Johns Hopkins University at Laurel, MD)
他們著五個孩子，到全世界學習
Diego 17歲 Paula 13 歲 Alonzo 12 歲
Felizi 8 歲 Matteo 6 歲

八月，他們到了台灣
發覺這是一個非常適合的生活環境
有好的醫療、中文學習環境、電腦產業、和超好吃的水果
九月，Diego , Paula, Alonzo進入惠文高中寄讀
他們來了之後，學校形成一個很棒的英語學習情境
台灣學生都被迫用英文跟他們互動

星期五與台北歌德學院簽訂德國「PASCH夥伴學校」時
他們三個和學校弦樂社一起合奏卡農(見影片)
非常非常有教養的一家人

然而他們11月就必須離開台灣
因為他們來台灣的第五天
得到美國總公司的通知
他們收掉波多黎各的公司
爸爸Tommy失業了
所以這幾天，他在台中接一個英文家教
但經濟仍是問題

如果台中的朋友可以提供11月4日前的短期英文、西班牙文家教工作
或是提供長期電腦工程師的工作
麻煩和Tommy聯絡
以下是他的聯絡方式及完整資歷
(願意幫他們申請工作簽證更好)
他們很願意把台灣當成第二個家

PS
覺得政府說要把英文變成第二語言
最棒的方式是吸引國外的學生進入我們的校園
在人才即國力的年代
讓優秀的國際人才留在台灣
如果在台灣就有很好的英語學習環境
我們就不用一窩蜂跑到國外

聯絡TOMMY IRIZARRY-SIKES
Contact Information
Postal: Lane 400, Unit 11, Section 2, Nantun Road, Nantun District, Taichung City, Taiwan 408
Email: tirizar@gmail.com
Phone number: 0908 979 417
LinkedIn Profile: http://pr.linkedin.com/pub/tommy-irizarry/25/16/815

孩子的影片
Diego violin in a quartet:
https://youtu.be/ArkvU8Czmk8?t=37s

Diego violin Doble de Bach:
https://youtu.be/LYvnKwEueyA

Diego plays piano Clair de Lune:
https://youtu.be/CWCQMo5XJEY?t=14s

You can see some other videos in this YouTube channel:
https://www.youtube.com/user/tirizar/videos?reload=9

履歷
Summary of qualifications
Software developer for private industries and government agencies. Proficient web developer using classic ASP code, standard html, CSS and SQL Server for data storage. Web server administrator and SharePoint Power User.
 Android developer
 Certified Ethical Hacker
 Programming / Markup languages: HTML, XML, ASP, PHP, CSS, JavaScript/AJAX/JQuery, experience with Java, C++ and C.
 Mobile development: Java, Android, Android Studio.
 Technologies / Tools: IIS 6.0/7.5, SQL Server, Dreamweaver, Fireworks, Microsoft SharePoint 2007/2010, Microsoft Office suite including InfoPath, Access, Excel, Google Analytics, Google AdSense, Facebook Advertising, Microsoft SharePoint Designer, Inquisite Surveys.
Experience
Since November 2016-current
Enterprise Iron
Principal consultant – Web Developer
 Worked on the redesign efforts of the secure site for an international financial client. Applied responsive design principles using the Bootstrap framework while creating modular, reusable components of the code. Analyzed web page dependencies and identified legacy unused pages in the system.
Since November 2015-current
e-Nabler Corporation
Android developer – Professional Services Contract
 Developed Java code for the eMobilePOS and Tupyx apps for their Android versions.

Since October 2013-November 2014 TEK Systems
Web Developer / Web Master for the Department of Veterans Affairs in DC
 Continued supporting Veteran’s Affairs IT systems, including managing SharePoint 2010 systems and supporting databases. We identified issues with several databases including the management of IIS and SharePoint logs which were consuming many recourses and in a couple of occasions made the systems unavailable.
 Enabled and configured space monitoring tools in the SharePoint server farms.
Since November 2011-September 2013 Centuria Corporation
Web Developer / Web Master for the Department of Veterans Affairs in DC
 Developed a training registration web site that has been tweaked and used multiple times for different registration purposes, including new telephone system training, and scheduling software upgrades of encryption on laptops and upgrades to Apple Mac OS. The system uses a web front end and a SQL back end.
 Performed a routine web server maintenance tasks including monitoring traffic logs, identifying and archiving sites no longer in use, evaluating tools to assist in the management of the web server.
 Administered and migrated the FTP server from Windows 2003 Server / IIS 6 into Windows 2008 R2 Server / IIS 7.5. Configured new sites to support general operations within the VA Intranet.
 Maintained and enhanced legacy sites, modifying forms and reports in needs to be updated. This includes modification and creation of site in the Enterprise Content Management System used at the VA.
 Assisted other team members in various tasks including the creating or modification of surveys in the Inquisite system, and also the migration of some surveys into SharePoint, the modification of an Access application.
December 2001 – August 2011
Systems & System Software Solutions
Web Developer / Web Master for the Department of Veterans Affairs in DC
 Mr. Irizarry developed a web based application for the State Home Per Diem Office, which manages millions of dollars in payments to the state homes, to replace an Access database. The Access database was converted to MS SQL Server database and all data was migrated successfully. He created a web based interface using the standard VA intranet look and feel. He also developed a custom interface for each of the 3 roles (CBO, VAMC and VISN). Tools were built for the administrator to view current reports, view missing reports lists, and configure many parameters in the application. The VAMC report form was heavily automated using jQuery to perform auto calculations, increasing data validation and saving time to the users. After the application was launched users commented frequently about how user friendly is the new interface and about the time savings. Tasks that will take 2 hours to be completed now take 15 minutes. We have close to 12,000 reports in the system.
 There were various requests to the IT office for a web based training registration system of different types. Mr. Irizarry developed a registration system which was later used for the following projects: Take your child to work day, New Telephone system training registration, Laptop Hard Drive encryption software upgrade among others.
 Developed an alternate cascading style sheet for SharePoint 2007, converting the out of the box look and feel to the Department of Veterans Affairs standard website look and feel.
 After one of the VA’s laptops was stolen Mr. Irizarry worked to develop a Risk Assessment web based application. He created an Excel template which management will upload to an FTP server with information and details about remote employee access and the sensibility of the data accessed by those users. He also created VB Scripts to validate those Excel files an upload that information into an MS SQL database. Reports for upper management in Central Office were then created which prompted management to enforce stronger security measures, like hard drives encryption. In total more than 500,000 records were processed for the reports.
 Administration of IIS 6.0 web server and MS SQL Server databases used in our websites.
 Wrote migration scripts to move IIS 6.0 sites into a new IIS 7.5 server
 Designed, developed and maintained multi-tier applications for the Veterans Health Administration. Most of the sites access a MS-SQL Server database, use cascade style sheets and ASP server side processing. The sites were developed using Adobe/Macromedia tools like Fireworks, and Dreamweaver.
 Installed BlackBerry wireless email devices and trained users on the basic device usage.
 Web developer for the Department of Veterans Affairs. Redesigned and modified web pages to make them compliant with the Section 508 guidelines. Tested validation tools that verify if web pages are “Section 508” compliant. Section 508 are guidelines that must be followed by all government agencies and points to which government resources must be make accessible to people with disabilities, i.e. blind, deaf, etc.

November 1999 - December 2001
Compaq Computer Corporation
Consulting Associate II
 Design and develop the XOOB (Xevo out of the box) Web user interface. XOOB uses COM+, ASP, XML, XSL and JavaScript to provide a web user interface to the Xevo Workbench Platform based on the role associated with the user. Development was done using Visual Studio tools, IIS and XMLSpy.
 Develop Active Server Pages for the Helpdesk solution for the PrimusASP project.
 Design and code an ActiveX component that serves as the bridge between the Compaq ASP Framework and the Infranet billing system for Primus. Supported integration with other components of our framework.
 Design, code and troubleshoot software for the Primus ASP (Application Service Provider) project. Software includes a DLL and various VB programs that run as NT Services, which are key components of the Compaq ASP framework.
June 1998 – October 1999
National Security Agency
Computer Scientist
 Mr. Irizarry worked for as a software developer for the TOKENEER project. TOKENEER is a test platform for the integration of smart cards, biometrics (fingerprint, hand, iris and facial recognition) and a public key infrastructure. Development was done on Windows NT workstations using Visual C++ and Visual SourceSafe for source control. Mr. Irizarry used an SDK to capture and match fingerprints against a database of fingerprints. He also created software to created some statistics of “False Accepts and False Reject Rates” of the fingerprint. He also worked with other team members to identify which fingerprints characteristics could affect those rates. He then added error detection functions to the fingerprint recognition software to identify corrupted files of fingerprint images
 Conducted research for methods to add security services to an off-the-shelf computer.
 Developed C code to process fax data on an UltraSparc/SunOS station.
 Wrote software to generate a daily report of traffic load in a telephone switch by analyzing the switch logs.
Education
Certifications:
 Certified Ethical Hacker – 03/28/2014
Master Degree in Computer Science - May, 2001 Johns Hopkin