This document provides a summary of an all-source intelligence analyst with over 6 years of experience. The analyst has expertise in signals, open-source, financial, cyber, geospatial, and human intelligence collection and analysis. They are recognized as a subject matter expert on threats to air operations from adversary aircraft, missiles and weapons. The experience section outlines the analyst's roles providing intelligence support and training to various fighter squadrons and during a deployment to Iraq.
Dynamic, results oriented Veteran with a proven track record of process optimization and mission accomplishment in fast paced, challenging environments. Team player with the tools, passion, and personality to make an impact with your organization. Excellent communication and interpersonal skills with a reputation of high integrity, dependability, and commitment to client satisfaction.
Dynamic, results oriented Veteran with a proven track record of process optimization and mission accomplishment in fast paced, challenging environments. Team player with the tools, passion, and personality to make an impact with your organization. Excellent communication and interpersonal skills with a reputation of high integrity, dependability, and commitment to client satisfaction.
Mission-driven Intelligence Analyst with over eight years of experience and expertise in conducting all-source intelligence analysis, geospatial intelligence, all source, open source intelligence, signals intelligence, human intelligence analysis, and targeting to directly support more than 2,500 military personnel and government employees within the PACOM and CENTCOM AOR. Proven record of applying advanced intelligence analytic skills to identify, assess, interpret, and report potential threats and adversarial vulnerabilities. Ability to work collaboratively with inter-agency Department of Defense personnel in high-pressure situations and under tight deadlines and brief on military-political leadership, national military strategy, strategic doctrine, and regional relations with regards to their impact on force developments. Experienced security manager, supporting security functions with experience in facility security management as well as managing personnel security clearances.
The ICAS Course is an HCT sponsored tactical skill assessment course and pre-employment screening workshop designed to verify the combat tactical proficiency of candidates for protective security detail employment.
HCT collects, reviews and submits to potential employers all relevant new hire documents to expedite the hiring process.
Upon request, HCT provides employers with secure online access to a database containing vital proprietary candidate documents.
ICAS COURSE STANDARDS
ICAS course standards were developed to ensure strict compliance with US Department of Defense [directives] and military doctrine relevant to force protection training and civilian contractor guard personnel deployed to support the forces.
My resume reflects a career of working at every level of the US Air Force (Squadron, Group, Wing, Numbered Air Force Staff) and capacity (Fighter Squadron, US Eastern Air Defense Sector, Rescue Group, Combined Air Operations Center, Joint Inter-agency Air Task Force, Joint Special Operations Command).
EVALUATION OF A NEW INCREMENTAL CLASSIFICATION TREE ALGORITHM FOR MINING HIGH...mlaij
Abstract—A new model for online machine learning process of high speed data stream is proposed, to
minimize the severe restrictions associated with the existing computer learning algorithms. Most of the
existing models have three principle steps. In the first step, the system would create a model incrementally.
In the second step the time taken by the examples to complete a prescribed procedure with their arrival
speed is computed. In the third and final step of the model the size of memory required for computation is
predicted in advance. To overcome these restrictions we proposed this new data stream classification
algorithm, where the data can be partitioned into stream of trees. In this algorithm, the new data set can be
updated with the existing tree. This algorithm, called incremental classification tree algorithm, is proved to
be an excellent solution for processing larger data streams. In this paper, we present the experimental
results of our new algorithm and prove that our method would eradicate the problems of the existing
method.
Mission-driven Intelligence Analyst with over eight years of experience and expertise in conducting all-source intelligence analysis, geospatial intelligence, all source, open source intelligence, signals intelligence, human intelligence analysis, and targeting to directly support more than 2,500 military personnel and government employees within the PACOM and CENTCOM AOR. Proven record of applying advanced intelligence analytic skills to identify, assess, interpret, and report potential threats and adversarial vulnerabilities. Ability to work collaboratively with inter-agency Department of Defense personnel in high-pressure situations and under tight deadlines and brief on military-political leadership, national military strategy, strategic doctrine, and regional relations with regards to their impact on force developments. Experienced security manager, supporting security functions with experience in facility security management as well as managing personnel security clearances.
The ICAS Course is an HCT sponsored tactical skill assessment course and pre-employment screening workshop designed to verify the combat tactical proficiency of candidates for protective security detail employment.
HCT collects, reviews and submits to potential employers all relevant new hire documents to expedite the hiring process.
Upon request, HCT provides employers with secure online access to a database containing vital proprietary candidate documents.
ICAS COURSE STANDARDS
ICAS course standards were developed to ensure strict compliance with US Department of Defense [directives] and military doctrine relevant to force protection training and civilian contractor guard personnel deployed to support the forces.
My resume reflects a career of working at every level of the US Air Force (Squadron, Group, Wing, Numbered Air Force Staff) and capacity (Fighter Squadron, US Eastern Air Defense Sector, Rescue Group, Combined Air Operations Center, Joint Inter-agency Air Task Force, Joint Special Operations Command).
EVALUATION OF A NEW INCREMENTAL CLASSIFICATION TREE ALGORITHM FOR MINING HIGH...mlaij
Abstract—A new model for online machine learning process of high speed data stream is proposed, to
minimize the severe restrictions associated with the existing computer learning algorithms. Most of the
existing models have three principle steps. In the first step, the system would create a model incrementally.
In the second step the time taken by the examples to complete a prescribed procedure with their arrival
speed is computed. In the third and final step of the model the size of memory required for computation is
predicted in advance. To overcome these restrictions we proposed this new data stream classification
algorithm, where the data can be partitioned into stream of trees. In this algorithm, the new data set can be
updated with the existing tree. This algorithm, called incremental classification tree algorithm, is proved to
be an excellent solution for processing larger data streams. In this paper, we present the experimental
results of our new algorithm and prove that our method would eradicate the problems of the existing
method.
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This paper presents a review & performs a comparative evaluation of few known machine learning
algorithms in terms of their suitability & code performance on any given data set of any size. In this paper,
we describe our Machine Learning ToolBox that we have built using python programming language. The
algorithms used in the toolbox consists of supervised classification algorithms such as Naïve Bayes,
Decision Trees, SVM, K-nearest Neighbors and Neural Network (Backpropagation). The algorithms are
tested on iris and diabetes dataset and are compared on the basis of their accuracy under different
conditions. However using our tool one can apply any of the implemented ML algorithms on any dataset of
any size. The main goal of building a toolbox is to provide users with a platform to test their datasets on
different Machine Learning algorithms and use the accuracy results to determine which algorithms fits the
data best. The toolbox allows the user to choose a dataset of his/her choice either in structured or
unstructured form and then can choose the features he/she wants to use for training the machine We have
given our concluding remarks on the performance of implemented algorithms based on experimental
analysis
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All-Source Intelligence Analyst
Kyle Evan Lee
All-Source Intelligence Analyst
8620 Jacks Reef Road
Laurel, Maryland 20724
(443) 374-8491
kyle.lee.0123@gmail.com
Security Clearance: Active TS/SCI
Summary
Broadly skilled All-Source Intelligence Analyst with 6 years of proven expertise in exceeding intelligence
requirements for protecting assets, civilian and military, locally and overseas. Extensive knowledge of
intelligence and operations processes; including signals, open-source, financial, cyber, geospatial, and human
intelligence collection and analysis. Recognized as a subject matter and technical expert in all adversarial
threats to United States air operations; including threat aircraft, air-to-air, surface-to-air, and ballistic missile
systems, man-portable air defense systems, and anti-aircraft artillery. Outstanding ability to deal effectively with
others, and thrives both as a part of a team, as well as independently. Excellent rapport with subordinates,
colleagues, and superiors alike. Expert at collecting, evaluating and organizing pertinent facts in order to write
clear and concise written reports. Proficient in planning, training, communicating, and organizing within a wide
range of work areas. A fast learner, motivated by new challenges and opportunities for personal and
professional growth. An experienced public speaker, trainer and instructor, with over one thousand hours of
experience providing detailed oral presentations using a wide variety of communication techniques.
Experience
27th Fighter Squadron January 2012-Present
160 E. Flightline Road, Bldg 789 Salary: 35,500 USD Per Year (Base)
Langley AFB, VA 23665 Hours: per week: 50
Squadron Operations Intelligence Analyst Status: Active Duty Separating
Air Force Specialty Code: 1N051
Rank: E-5
Supervisor: 1Lt Timothy Mann (Email: timothy.mann@us.af.mil; Phone: 757-764-4954)
Okay to contact this Supervisor: Yes
Serve as the Non-Commissioned Officer in Charge (NCOIC) of the 27th Fighter Squadron’s (27FS) Department
of Intelligence. Perform supervisory tasks and oversee the professional development of all 27FS airmen, as well
as ensure subordinate personnel are trained, qualified and prepared to serve in support of any expeditionary
deployments. Assist the Senior Intelligence Officer and Weapons Officer in assuring the Intelligence Function
maintains a capability to provide timely and accurate operational intelligence support and fully trained F-22A
Raptor aviators during peacetime and contingency operations. Developed and presented over 700 realistic
intelligence training scenarios, and provided key support to all mission planning and execution. Assembled over
300 maps, charts, and weapons targeting materials. Recognized as a subject matter and technical expert;
provide quality test analysis and training to aviators on worldwide threats to air operations and United States
strategic assets, which has directly contributed to mission success and aviator safety in contingency operations
in Syria and Iraq, to include: surface-to-air missile systems (SAMS), air-to-air missile systems (AAMS), anti-
aircraft artillery (AAA), aircraft threats, counterterrorism, counterinsurgency, and counterintelligence operations.
Responsible for collating, analyzing, evaluating and disseminating intelligence information to prepare clear,
concise in-depth intelligence analytic products, including all-source intelligence, situation estimates, and order-
of-battle studies, written and oral; with a focus on threats to air operations.
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All-Source Intelligence Analyst
Provide critical insight to the operational concepts of adversary military forces and geopolitical trends and their
potential military implications which lead to meaningful conclusions and clear intelligence estimates to 1st and
192nd Fighter Wing commanders and other command level decision-makers. Serve as an evaluating board
member for 1st Fighter Wing External Intelligence Training (EIT) Program and provide advanced mission
qualification training to intelligence members, and evaluate presentations while providing effective feedback with
the intent to maintain effective qualification standards. Instruct intelligence personnel on how to effectively
support Air Combat Command (ACC) collection and reporting requirements, survival, evasion and recovery
procedures, visual recognition techniques, and threat analysis, mission planning participation, and how to
develop detailed mission execution techniques.
Authored and maintain the 27th Fighter Squadron (27FS) Survival Evasion Resistance and Escape (SERE)
program, currently SERE Program Manager, which includes creating, updating, and organizing over 300
Isolated Personnel Reports (ISOPREPS) for 27FS members ensuring personnel safety in contingency
operations. I also serve as the Department of Intelligence Records Custodian, responsibilities of which included
the maintenance and organization of thousands documents and records in both physical and digital mediums.
Expert in physical security demonstrated through successful acquisition of Top Secret facility accreditation for
secure work areas, by coordinating with the Defense Intelligence Agency, and other approving authorities.
1st Operations Support Squadron March 2010-January 2012
160 E. Flightline Road, Bldg 781 Salary: 23,400 USD Per Year (Base)
Langley AFB, VA 23665 Hours: per week: 50
Wing Operations Intelligence Analyst Status: Active Duty
Air Force Specialty Code: 1N051
Rank: E-4
Supervisor: Capt Brent Miles (Email: brent.miles@us.af.mil; Phone: 757-764-9066)
Okay to contact this Supervisor: Yes
Served the Senior Intelligence Officer by ensuring the Intelligence Function maintained the capability to provide
timely and accurate operational intelligence support to Wing and Group level leadership, as well as fully trained
intelligence personnel during peacetime and contingency operations. Recognized as a subject matter expert on
international adversary political and military entities, including the Peoples Republic of China, the Islamic
Republic of Iran, the Russian Federation, and the Democratic People’s Republic of Korea. Demonstrated this
expertise through in depth integrated air defense system studies, and presented each of these studies to 1st
Fighter Wing aviators and intelligence personnel. Researched, evaluated and analyzed all-source intelligence
data to prepare clear, concise, in-depth, written and oral intelligence analytic products; focused on threats to air
operations, operational concepts of military forces and trends for potential military implications to draw
meaningful conclusions and clear estimates to the commanders of the 1st and 192nd Fighter Wing, as well as
other command level decision-makers.
Instructed and trained intelligence personnel on Air Combat Command (ACC) collection and reporting
requirements, evasion and recovery procedures, visual recognition techniques, and threat analysis. Assisted in
providing weekly training in the form of current intelligence briefings, in-depth technical training on all threats to
air operations and strategic military interests, to include: surface-to-air missile systems (SAMS), air-to-air missile
systems (AAMS), anti-aircraft artillery (AAA), surface to surface missile systems (SSMS), weapons of mass
destruction (WMD), and aircraft threats. Accomplished educator; training provided facilitated continuity, allowing
students to become technical experts and instructors themselves, with the expectation of being called upon to
train F-22A aviators in the future. Served as the 1st Operations Support Squadron Survival Evasion Resistance
and Escape (SERE) program manager, which included creating, updating, and organizing over 150 Isolated
Personnel Reports (ISOPREPS) for 27FS members to ensure personnel safety in contingency operations, as
well as providing training on personnel recovery procedures. Administered required annual first aid training to
all intelligence personnel as a certified Self Aid and Buddy Care trainer. Ensured that all trainees are well
equipped as first responders to casualties during contingency operations.
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All-Source Intelligence Analyst
Volunteered to deploy in support of Operation Iraqi Freedom and Operation New Dawn with the 362nd
Expeditionary Reconnaissance Squadron (ERS), Joint Base Balad, Iraq. Provided crucial operational
intelligence support to Intelligence, Surveillance, and Reconnaissance (ISR) aviators and sensor operators,
showcased ability to participate successfully in counterinsurgency and counterterrorism operations . Led
hundreds of joint service coordination efforts and ISR requirements between ISR customers and providers,
while providing critical real time intelligence updates to the mission commander. Presented over 300 accurate
and up-to-date pre-mission briefings, which included all relevant mission data and materials, up-to-date
intelligence and threat assessments, personnel recovery procedures, and essential elements of information to
ensure mission effectiveness and aviator safety. Directed debriefings for each combat mission followed by
detailed, concise, and accurate written reports, which fulfilled collection and reporting requirements to the 603rd
Air Operations Center. Instrumental the drawdown of United States Air Force presence at Joint Base Balad;
singlehandedly decommissioned and decertified the 362nd ERS Sensitive Compartmentalized Information
Facility (SCIF) and assisted moving operations to support Operation Enduring Freedom in Afghanistan.
Successful participation in ISR operations in Iraq directly contributed to assault force capability to kill or capture
431 enemy combatants.
Education:
University of Maryland University College Adelphi, MD
Pursuing Bachelors of Science in Environmental Management, Microbiology Minor
43 of 120 Credit Hours, 3.8 GPA
Community College of the Air Force
Pursuing Associates in Intelligence Studies
36 of 60 Credit Hours
Specialized Training:
Operations Intelligence Analyst (1N031) Course Graduate, 2010
Certified Self Aid and Buddy Care (SABC)/ First Aid Trainer, 2010
F-22A Intelligence Formal Training Unit (IFTU) Course Graduate, 2011
MC-12 Intelligence Formal Training Unit (IFTU) Course Graduate, 2011
1FW External Intelligence Training Graduate/Pilot Training Instructor Certification, 2012
Awards:
Airman of the Week, Aug 2011; 332nd Air Expeditionary Wing, Joint Base Balad, Iraq
Coined by 332nd AEW CC Brig Gen. Kurt Neubauer, Aug 2011
Warrior of the Month, Dec 2013, 1st Fighter Wing Intelligence
Military Decorations:
Air Force Outstanding Unit Award, Air Force Good Conduct Medal, National Defense Service
Medal, Iraq Campaign Medal with 1 service star, Global War on Terrorism Expeditionary Medal,
Global War on Terrorism Service Medal, Air Force Expeditionary Service Ribbon with Gold
Border, AF Longevity Service, Small Arms Expert Ribbon, Air Force Training Ribbon
References Available Upon Request