0 Votes

Wiki source code of Friday 14 February 2025

Version 6.3 by dennis yoshikawa on 2025/02/14 01:14

version	line-number	content
1.1	1	= Weekly Report 14 February 2025 =
	2
	3
2.4	4	== (% id="cke_bm_29973S" style="display:none" %) (%%)Data Engineer ==
	5
	6	>What Have You Done in This Week?
	7
	8	(((
	9	{{success}}
	10	What Have You Done?
	11	{{/success}}
	12
6.2	13	* Airflow-airbyte maintenance
2.4	14
6.2	15	~1. create task for delete gcs folder table dharmadexa
	16	2. ⁠change incremental method in airbyte for tb)
	17
6.3	18	* Dkonsul
6.2	19
6.3	20	~1. Deploy transformation code to production
	21	2.
	22
6.2	23	* ⁠D2D
	24
	25	~1. enhance logic stickness rate (mart)
	26	2. ⁠weekly regrup w/product
	27
	28	* MCN
	29
	30	~1. troubleshoot on DAG and resource
	31	2. ⁠repointing new database for all pipeline existing
	32
	33	* Screening
	34
	35	~1. regroup w/PM and DA for validate data and discuss funneling data
	36	2. enhance logic fact table dharmadexa
	37	3. ⁠preparation dharmadexa data phase 3 (funneling)
	38	4. ⁠testing geo.py to get city from long lat
	39	5. ⁠migrasi dataset cleaned_screening_merck.dim_screening_stunting to CH
	40
2.4	41	{{warning}}
	42	What Issues You Have?
	43	{{/warning}}
	44
	45	1. xxx
	46	1. xxx
	47	1. xxx
	48
	49	{{info}}
	50	What Next You Will Do? (Optional)
	51	{{/info}}
	52
	53	1. xxx
	54	1. xxx
	55	1. xxx
	56
	57	What Support You Need? (Optional)
3.1	58
	59
	60	----
	61
	62
2.4	63	)))
	64
	65
3.2	66	== (% id="cke_bm_29973S" style="display:none" %) (%%)Data Analyst ==
1.1	67
2.2	68	>What Have You Done in This Week?
	69
	70	(((
3.1	71	{{success}}
2.2	72	What Have You Done?
3.1	73	{{/success}}
2.2	74
3.2	75	1. Dharma Dexa Phase 2 – Completed the second phase of Dharma Dexa.
	76	1. Migration from Looker to Metabase – Transitioning data visualization and analytics from Looker to Metabase.
	77	1. Redesigned DKonsul Data – Improved the structure and organization of DKonsul data.
	78	1. Ad-hoc Requests – Handled various on-demand data requests.
1.3	79
3.1	80	{{warning}}
1.3	81	What Issues You Have?
3.1	82	{{/warning}}
1.3	83
3.2	84	1. Metabase Limitations – Limited chart options and flexibility in customization, particularly a lack of aggregation functions.
1.3	85
3.1	86	{{info}}
1.3	87	What Next You Will Do? (Optional)
3.1	88	{{/info}}
1.3	89
3.2	90	1. Continue Redesigning DKonsul Data
	91	1*. Refining the data funnel from consultation → prescription → transaction.
	92	1. Continue Migration to Metabase – Ensuring a smooth transition from Looker to Metabase.
	93	1. Dharma Dexa Phase 3 – Proceeding with the next phase of the Dharma Dexa project.
	94	1. AppSheet MCN Visit Tracker Dashboard – Developing and optimizing the dashboard.
1.3	95
3.1	96	What Support You Need? (Optional)
3.2	97
	98	1. Data Validation – Ensuring data accuracy and consistency.
	99	1. Dharma Dexa Screening Enhancements
	100	1. Assigning a new screening ID* for each event, especially if different questions and inputs are involved.
	101	1. Adding location input (province, city)* for better analysis.
1.3	102	)))
	103
	104
3.1	105	----
2.2	106
2.1	107	== Data Analyst & AI ==
	108
2.2	109	>What Have You Done in This Week?
	110
	111	(((
2.3	112	{{success}}
2.2	113	What Have You Done?
2.3	114	{{/success}}
2.2	115
4.3	116	AUTOMARK
2.1	117
4.20	118	1. Deploy, evaluate and making documentation of Screening Dharma Dexa API to be accessed by Tech team. The API is deployed at [[https:~~/~~/datalake.ptgue.com/v1/users_dd>>https://datalake.ptgue.com/v1/users_dd]] and the documentation is already sent to Tech team. The API could be accessed using prompt to retrieve user that relevant to the prompt. Per 13 Feb 2024, the RAG Accuracy is 87,50%
4.17	119	1. Deploy, evaluate and making documentation of master user GUE Ecosystem to be accessed by Tech team. The API is deployed at [[https:~~/~~/datalake.ptgue.com/v1/users>>https://datalake.ptgue.com/v1/users_dd]] and the documentation is already sent to Tech team. The API is already tested by Tech team and have no issues.
4.3	120
4.7	121	MCN
4.3	122
4.20	123	1. Fixing resource spike issue caused by scraping schedule. The issue is already fixed and pass the test for 3 days (wednesday, thursday, and friday). Scraping time is decreased from 1 minute per user to the maximum of +-20 seconds per user. (Pairing with Syifa-DE)
	124	1. Repoint, re-align, and redesign the pipeline and database that being consumed for scrapping. (Pairing with Syifa-DE)
4.7	125
4.14	126	Automation
4.7	127
4.20	128	1. Implement compliance mapping with the newest data from compliance team
	129	1. Data, flow, and script validation for user report performance doctor. The sample report is already validated by dr.Astrid
4.13	130
4.15	131	Others
4.14	132
4.15	133	1. Reqeust + enhance dashboard merck
	134	1. Request dkonsul data for online doctors, transactions, prescriptions, Dexa prescriptions, comparison new users january
4.17	135	1. Request data ICD-10
4.3	136
2.3	137	{{warning}}
2.1	138	What Issues You Have?
2.3	139	{{/warning}}
2.1	140
4.22	141	1. There is no info regarding database repointing of MCN from tech team. So, the data is not updated. Already solved by coordinating with Product Team
5.1	142	1. Need to enhance the RAG accuracy to around 90%
2.1	143
2.3	144	{{info}}
2.1	145	What Next You Will Do? (Optional)
2.3	146	{{/info}}
2.1	147
5.1	148	1. Increase RAG accuracy by adding more train query LLM
	149	1. Start daily recurring scraping for tiktok dashboard
	150	1. Start dkonsul insight next week
2.1	151
2.4	152	What Support You Need? (Optional)
2.2	153
6.1	154
	155	=== Summary ===
	156
	157	Berikut ringkasan laporan mingguan dari 14 Februari 2025 yang ditulis oleh Haekal Yusril Faizin. Laporan ini merangkum aktivitas dan isu dari tim Data Engineer, Data Analyst, dan Data Analyst & AI.
	158
	159	Data Analyst
	160
	161	* Menyelesaikan fase kedua Dharma Dexa.
	162	* Memindahkan visualisasi data dan analitik dari Looker ke Metabase.
	163	* Mendesain ulang data DKonsul untuk struktur dan organisasi yang lebih baik.
	164	* Menangani berbagai permintaan data on-demand.
	165
	166	Data Analyst & AI
	167
	168	* Menerapkan, mengevaluasi, dan mendokumentasikan API Screening Dharma Dexa untuk diakses oleh tim Tech.
	169	* Menerapkan, mengevaluasi, dan mendokumentasikan master user GUE Ecosystem untuk diakses oleh tim Tech.
	170	* Memperbaiki masalah lonjakan sumber daya yang disebabkan oleh jadwal scraping.
	171	* Merepoint, menyelaraskan ulang, dan mendesain ulang pipeline dan database yang digunakan untuk scraping.
	172	* Menerapkan pemetaan kepatuhan dengan data terbaru dari tim kepatuhan.
	173	* Memvalidasi data, alur, dan skrip untuk kinerja laporan pengguna dokter.
	174
	175	Isu
	176
	177	* Pilihan bagan dan fleksibilitas yang terbatas dalam kustomisasi Metabase.
	178	* Kurangnya informasi mengenai database repointing MCN dari tim teknologi.
	179	* Perlu meningkatkan akurasi RAG menjadi sekitar 90%.
	180
	181	Langkah Selanjutnya
	182
	183	* Melanjutkan desain ulang data DKonsul dan migrasi ke Metabase.
	184	* Melanjutkan dengan Dharma Dexa Fase 3 dan mengembangkan Dasbor Pelacak Kunjungan AppSheet MCN.
	185	* Meningkatkan akurasi RAG, memulai scraping berulang harian untuk dasbor TikTok, dan memulai wawasan DKonsul minggu depan.
	186
	187	Dukungan yang Dibutuhkan
	188
	189	* Validasi data dan peningkatan penyaringan Dharma Dexa.
2.1	190	)))

Wiki source code of Friday 14 February 2025

Applications

Navigation

Need help?