Tenders of Dept Of The Air Force Usa

Revision #1 (effective 20 February 2025): the Government Appreciates The Vendors’ Interests In This Requirement, Data And Analytics Services, In Support Of The Intelligence Systems Support Office, Saf/cdmr. to Further Assess Respondents’ Capabilities, The Government Is Requesting Interested Potential Offerors To Provide Responses To Three (3) Questions Below: 1. This Requirement Is Not For The Development Of A New Analytic Capability. Is The Vendor Capable Of Providing Maintenance On An Existing Capability That Includes R Language Code, Sql, Geoarrow, Posit Workbench, Posit Connect, Posit Package Manager, Keycloak, And Duckdb Spatial In The Clairvoyant Cloud Environment? 2. Due To Operational Needs, There Cannot Be A Delay In Support. Does The Vendor Have Top Secret, Sci Eligible Data Scientists Prepared To Execute On Day One Of Contract Award? 3. High Quality, University-level Instruction Is A Requirement. Does The Vendor Have An Instructor With 10 Or More Years’ Experience Teaching The R Programing Language At The University Level? **please Note That The Government Will Review Only The Interested Potential Offerors’ Responses That Provided Responses Per The Rfi Submission Requirement (paragraph 2 In The Original Rfi Below) And That Provide Responses To The Three (3) Questions Above** responses To The Above Shall Not Be More Than One Page. Any Responses Submitted That Exceed One Page Will Not Be Reviewed. Responses To The Three (3) Questions Above Are Due 26 February 2025, 4:30pm Et, And Shall Be Sent Via Email To The Pocs Listed On This Notice. note: The Naics Code, 541618, Listed On The Original Rfi Notice Is Subject To Change Contingent Upon Market Research Completion. (end Of Revision #1) ****************************************************************************************************************************************** request For Information (rfi) / Sources Sought For: Data And Analytic Services 1.request For Information (rfi) Is Issued For Informational Purposes And Market Research Only And Does Not Constitute A Solicitation. The Government Will Not Reimburse Any Company Or Individual For Any Expenses Associated With Preparing Or Submitting Information In Response To This Posting. 2.interested Potential Offerors Are Encouraged To Respond To This Notice. The Response Shall Not Exceed 10 Pages (including Cover Page). Describe Your Organization’s Technical Capability Regarding The Tasks Identified Below. The Government Will Be Reviewing Interest And Demonstrable Experience/ability To Propose On A Data Analysis, Artificial Intelligence And Machine Learning Capability. Rfi Submissions Will Be Reviewed On The Response To The Requirements And Tasks Contained In The Rfi. ************************************************************ requirements: the Intelligence Systems Support Office (isso), Saf/oc/cdmr, Requires Data Analysis In Support Of Isso Projects, Including The Development Of Algorithms And Visualizations From The Data. Visualization Will Be A Dashboard Documenting Behavior Detected In Analyzed Data Based On An Ongoing Initiative To A Specific Project Use Case. The Dashboards Should Allow User Input To Create Analytics Use Cases. Database Design And Optimization Is Required To Accommodate Novel Use Cases. Part Of The Process Of Building The Dashboards Requires The Testing And Development Of Innovative Methods For Interactive Mapping Of Large Quantities Of Data On The Order Of 2 Million Points Visualized In An Interactive, Zoomable, Pannable Map Created By Leaflet And Deck.gl, Utilizing Geoarrow. The Dashboards Require Development Of Extract, Transform, Load (etl) Processes To Ingest Data Based On On-the-fly User-defined Requirements. isso Requires Machine Learning (ml) Analysis To Power The Dashboards With The Following Requirements: computing Clusters Of Points Within Physical Proximity Of Each Other. This Comparison Must Be Able To Be Performed On Over 1 Million Points In Under 1 Minute. perform Geographic Clustering Of Identified Point Centroids To Determine Clusters. These Clusters Must Be Converted Into Geographic Polygons. perform Social Network Clustering Of Points Found To Be In Close Proximity Of Each Other. model, Using An Ensemble Of Time Series Forecasting Algorithms, Usual Activity In An Area Of Interest (aoi) And Signal An Alert When Actual Activity Deviates Outside An Acceptable Range. The Modeling Process Must Take No Longer Than 5 Minutes To Calculate the Data Ingestion Process For The Dashboards Requires Consuming Commercially Available Data Or Ingesting From Usg-provided Application Programming Interfaces (apis) On Top Secret (ts) Networks. The Data Must Be Stored In An Open Source Database With Optimizations For Geospatial And Temporal Data. these Algorithms, Dashboards And Reports Will Be Deployed In Containers Onto Secure Networks That Support The Defense Intelligence Enterprise. Furthermore, Allowing All Department Of Defense (dod) Users Access, Without Additional Cost To The Usg. isso Requires The Installation Of And Maintenance Of The Posit Software Suite (posit Workbench, Posit Connect And Posit Package Manager) To Facilitate Data Science Workloads. The Software Must Integrate With Keycloak For User Authentication And Be Installed On Non-classified Internet Protocol Router Network (nipr) And Joint Worldwide Intelligence Communications System (jwics). isso Requires Training For Its Staff In The R Programming Language As Well As Ml And Artificial Intelligence (ai) Practices, To Encourage Automated Reporting, Rigorous Analysis And Data-driven Decision Making. The Material Should Be Similar In Content And Quality To Classes At Columbia Business School And Princeton University. The Content Should Be Accompanied By Corresponding Readings From Published Books On The Subject. The Training Will Consist Of At Least The Following Topics. ingest Multiple Data Files Into A Single Data Entity Using Arrow And The Readr Package. ingest Data From Excel Spreadsheets. ingest Json And Geojson Data. utilize Dplyr And Arrow To Perform Data Manipulation Such As Filtering, Creating New Columns, Summarizing Data. data Visualization Such As Scatterplots, Histograms, Bar Charts, Small Multiples, Line Charts And Smoothing Curves Using Ggplot2. generalized Linear Modeling. fitting Boosted Trees. cross-validation. automating Machine Learning Pipelines With The Tidy Models Suite A. Recipes b. Parsnip c. Workflows d. Yardstick e. Dials f. Tune g. Rsample 10. Automated Reporting With Quarto. 11. Slideshow Generation With Quarto. 12. Consuming Apis With Httr2. 13. Perform Analysis On Large Datasets Using Arrow And Duckdb. 14. Other Topics As Determined By Isso. isso Requires Exposing Advanced Geospatial Capabilities, Utilizing Modern, Open Source Tooling—such As Postgis, Geos, Duckdb Spatial And Simple Features In R—to End Users With No Coding Ability. This Is Required To Be In The Form Of A Dashboard That Allows Users To Upload Geojson Files To Be Manipulated Through A Graphical User Interface (gui). Requirements Include: the Ability To Compute Buffers Of User-defined Distances Around Polygons On The Order Of 25,000 Polygons In Under 15 Seconds. the Ability To Determine The Intersection Between Arbitrary Points And Polygons On The Order Of 1,000,000 Points Within 25,000 Polygons In Under 5 Seconds. the Ability To Export The Results For User Download As A Comma Separated Values (csv) Or Geojson. isso Requires Assistance Automating Data Manipulation And Model Training With Various Classified Data Sets Related To Different Ongoing Projects. The Data Manipulation Would Be Computed In R And/or Sql And The Model Training With Various Methods Such As Penalized Regression, Boosted Trees, Forecasting And Other Types As Needed. ************************************************************ 3.the Submitted Documentation Becomes The Property Of The United States Government And Will Not Be Returned. No Feedback Or Evaluations Will Be Provided To Companies Regarding Their Responses To This Notice. respondents Shall Clearly Mark Proprietary Data With The Appropriate Markings. Any Proprietary Information Received In Response To This Request Will Be Properly Protected From Any Unauthorized Disclosure. Any Material That Is Not Marked Will Be Considered Publicly-releasable. when Submitting A Response, Please Be Aware That The Air Force Workforce Is Supplemented By Contracted Support Services Personnel Who Have Signed The Same Non-disclosure Agreements (ndas). 4. Responses Shall Be Sent Viaemail To The Points Of Contact Nlt The Due Date/time Listed On This Notice.

Hh-60w Helicopter Programmed Depot Maintenance (pdm) And Analytical Condition Inspection (aci)

Combined Synopsis/solicitation solicitation Number: Fa461325q0006 purchase Description:b336 & 1151 Brand Name - Advanced Thermal Hydronics Boiler - Kn-16 Boilers (quantity: 2) this Is A Combined Synopsis/solicitation Notice For Commercial Items Prepared In Accordance With The Format In Far 12.6, As Supplemented With Additional Information Included In This Notice. This Announcement Will Include An Attached Solicitation/notice Quotes Are Being Requested. this Attached Solicitation Number Fa461325q0006 Is Being Issued As A Request For Quotation (rfq) Using Far Part 12, Acquisition Of Commercial Items & Far Part 13, Simplified Acquisition Procedures. Submit Only Written Quotations For This Rfq. This Solicitation Document And Incorporated Provisions And Clauses Are Those In Effect Through Federal Acquisition Circular (fac) 2025-03 Effective 17 January 2025, Defense Federal Acquisition Regulation Supplement (dfars) Effective 18 December 2024, And Department Of The Air Force Federal Acquisition Regulation Supplement (daffars) Effective 16 October 2024. This Acquisition Is Being Solicited As A Total Small Business Set-aside. The North American Industrial Classification System (naics) Code For This Procurement Is 332410 With A Small Business Size Standard Of 750 Employees. the Defense Priorities And Allocations System (dpas) And Assigned Rating Isnotapplicable To This Solicitation. The Government Intends To Award A Firm Fixed-price Commercial Award. description Of Items: clin Structure: clin 0001: Advanced Thermal Hydronics Kn16 Boiler And 1 Year Manufacturer’s Warranty. quantity: 2 Unit: Each unit Price: $_____________ Extended Price (quantity X Unit Price): $_______________ all Clins F.o.b. Destination. list Of Attachments: attachment 1 – Jna Brand Name Kn Boiler attachment 2 - Questions And Answers place Of Delivery/installation: Francis E. Warren Afb, Wy 82005 other Information: this Contract Delivery Date Is Expected To Be Within 130 Calendar Days After Notice Of Award. If You Have Concerns About This Period Of Performance Please Email Shane.yurkus@us.af.mil And Arthur.makekau@us.af.mil By Monday, February 10, 2025, By 10:00am (mountain Daylight Time). per Far Subpart 4.1102, Offerors Are Required To Be Registered In System For Award Management (sam) At Time Of Submission Of Quote And Remain Active Until The Time Of Award. Failure To Do So Will Result In The Offer Being Deemed Ineligible For Award. questions: questions Shall Be Sent By E-mail To Shane.yurkus@us.af.mil And Arthur.makekau@us.af.mil By Monday, February 10, 2025; By 10:00am (mountain Daylight Time). quotes: responses/quotes Must Be Received No Later Than Monday, February 24, 2025; By 10:00am (mountain Daylight Time). Forward Responses By E-mail To Shane.yurkus@us.af.mil And Arthur.makekau@us.af.mil. Quotes Must Acknowledge That You Have Read The Questions And Answers. Late Quotes Will Not Be Accepted. Request For Quotes To Be Valid 90 Days From Closing Date.

Hood And Duct Cleaning - Vandenberg Sfb, Ca

Request For Proposal (rfp):c-5 Trunnion Bearing this Request For Proposal (rfp) Is Full And Open Competition Utilizing Delivery Protection Program (dpp) Competitive Procedures. The Government Owns The Technical Data Package. this Rfp (fa8538-25-r-0004) Is For A Firm-fixed Price (ffp), Indefinite Delivery Indefinite Quantity (idiq) Type Contract For Depot-level Overhaul/remanufacture (overhaul) Services Applicable To The C-5 Trunnion Bearing For Use By The Usaf In Support Of The C-5 Galaxy Cargo Aircraft. The Contract Is Anticipated To Include Two (2) 12-month Ordering Periods And Three (3) Annual Option Years, And Is For The Overhaul Of The Following Item: nsn: 3120-00-766-2056 Uc noun: Bearing, Trunnion part Number: 4f23832-103a the Trunnion Bearing Is The Main Pivot Bearing Used During The Retraction And Extension Of The C-5 Main Landing Gear (mlg) And Is A Safety Critical Item. The Anticipated Overhaul Service Will Provide Serviceable Assets To Meet Quarterly Demand For Air Force Field Level Requirements And C-5 Programmed Depot Maintenance (pdm). The C-5 Mlg Trunnion Bearings Will Support C-5 Aircraft Until 2040. the Ffp/idiq Contract Is Anticipated For 5-years In Length Utilizing Dpp Competitive Procedures: The Dpp Is A Contractual Vehicle Which Provides The Contracting Officer A Means Of Competing The Maximum Practical Quantity Of A Requirement While Also Mitigating Risk. The Objective Of The Dpp Is To Obtain The Best Possible Price And Performance While Mitigating Risk By Allowing New Unqualified Sources To Submit A Proposal On Complex Or Critical Items Requiring Pre-production Unit Approval, Ensuring The New Source Can Furnish A Product That Conforms To All Requirements For Acceptance. qualified Source: Offerors Which Have Previously Successfully Demonstrated The Ability To Overhaul The Trunnion Bearing. Qualified Sources Shall Provide A Proposal On All Bid B Clins Of The Rfp, To Include The Beyond Economical Repair (ber) Clins. unqualified Source: Offerors Which Have The Capability To Perform The Overhaul/remanufacture And Will Be Evaluated Through, But Not Limited To, Pre-production Units To Potentially Become A Qualified Source. Unqualified Sources Shall Provide A Proposal On All Bid A Clins Of The Rfp, To Include The Beyond Economical Repair (ber) Clins. interested Parties Shall Be Registered In The Joint Certification Program And Approved To View Export Control, And Shall Submit Evidence Of Their Certification In Order To Obtain The Associated Technical Data Packages. to Obtain Copies Of The Bidset Documents, An Interested Vendor Shall Be Registered In The Joint Certification Program (jcp). Interested Vendors Are To Request Copies Of The Bidsets By Providing Their Cage Number To Both Phillip Russell (phillip.russell.9@us.af.mil) And Deb Manly (deborah.manly@us.af.mil) To Verify Registration In Jcp. Upon Verification, Bidset Zip Files Will Be Sent Via The "dod Safe" Website. to Become Registered In The Jcp, Interested Vendors Can Do So At The Website: https://www.dla.mil/hq/logisticsoperations/services/jcp attachments: Attachments Are Included And May Be Downloaded Within The Attachments Section Of This Solicitation Notice On Sam.gov. Unqualified Sources Shall Download The “source Pre-qualification Requirements.pdf” For Information And Instructions Related To Pre-qualification - This Document Does Not Comprise All Of The Pre-qualification Requirements...please Also See The Pws, Cdrls, And Bidset Documents. questions Will Only Be Received Via E-mail. Phone Calls And Voice Mails Will Not Be Accepted. All Questions Will Be Compiled And Answered Via An Adobe .pdf Document Included Within The Attachments Area Ofthis Solicitation Notice On Sam.gov And Titled "q And A For Fa8538-25-r-0004". all Communication And/or Questions Mustbe Sent Via Email To Both Of The Individuals Listed Below: to: Phillip Russell:phillip.russell.9@us.af.mil to Or Cc: Deborah Manly: Deborah.manly@us.af.mil completed Request For Proposal (rfp) Is Due5:00 Pm Est, 10 March 2025

F-15e/ex Radar Modernization Program (rmp) Non-radar Depot Activation – Molecular Sieve Oxygen Generating System (msogs)

Ftqw 23-5100 Repair Hangar Doors (building 1340 & 1362)

The Contractor Shall Provide All Personnel, Equipment, Tools, Materials, Supervision, And Other Items Necessary To Design, Build, & Install A Fire Station Alerting System As Described In Attach. 1 – Statement Of Work (sow).

Portable Surgical Sterilizer Rfi

Icbm Minuteman Iii Weapon System -- Vafb Filter