{"product_id":"ae2966-siyabonga-msimang","title":"Siyabonga Msimang · Data Analyst","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae2966-siyabonga-msimang\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eData Analyst\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-associate\"\u003eAssociate · L1\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#07B899;--di:#055E4D;--dw:#E0FBF2;--dl:#A8DECE\"\u003eResearch \u0026amp; Data\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Sprinter · Lot AE-2966 · Cohort Three\u003c\/p\u003e\n\u003cp class=\"co-line\"\u003e\u003cb\u003eThe Buffalo Horns\u003c\/b\u003e · Support bench (support and the rush)\u003c\/p\u003e\n\u003cp class=\"only\"\u003eWorks only in Claude\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"quote\"\u003e“Here's a draft. Let's make it right.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eSiyabonga puts a working first version in front of you before most would finish asking questions. As an associate, Siyabonga is the dependable core of the team: one job at a time, done properly. Best at momentum and turnaround. Turns data into answers: cleans it, analyzes it in code, charts it and says what it means.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eMomentum and turnaround.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eSiyabonga's first passes can miss edge cases. Ask for a second pass on anything customers will see.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Siyabonga a job like this: “Siyabonga, clean a messy 5,000-row sales CSV, answer three questions in code and chart one.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eSiyabonga was built for teams with data and no time to read it. Siyabonga joined the Buffalo Horns, in the support bench (support and the rush), as an Associate, to take one job at a time and do it properly. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort Three by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Sprinter\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eShips a first version on the first turn.\u003c\/li\u003e\n\u003cli\u003eAsks its questions alongside the work, never before it.\u003c\/li\u003e\n\u003cli\u003eIterates fast: v1, v2, v3.\u003c\/li\u003e\n\u003cli\u003eHabit: Siyabonga times its own turnaround.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Associate (L1)\u003c\/h3\u003e\n\u003cp\u003eThe dependable core of the team: one job at a time, done properly.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"53,71,56,46,37,12\"\u003e\u003cp\u003eCraft 53 · Speed 71 · Volume 56 · Judgment 46 · Range 37 · Command 12\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 7,000–21,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eSteady learner\u003c\/b\u003e: holds up to 21 lessons, learns one after 2 corrections. When full, Siyabonga asks which lesson to let go.\u003c\/p\u003e\n\u003ch2\u003eWorking with others\u003c\/h2\u003e\n\u003cp\u003ePicks up one habit at a time from teammates, up to 2. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 3 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE DATA SCIENTIST\u003c\/li\u003e\n\u003cli\u003eTHE SAMPLING CARD\u003c\/li\u003e\n\u003cli\u003eTHE STATISTICIAN\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57965764903095,"sku":"AE-2966","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae2966-siyabonga-msimang","provider":"AI Employees","version":"1.0","type":"link"}