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Changes for page Friday 14 February 2025

Last modified by dennis yoshikawa on 2025/02/14 01:23
From version 1.2
edited by Abdurachman Putra
on 2025/02/13 09:36
Change comment: There is no comment for this version
To version 6.2
edited by dennis yoshikawa
on 2025/02/14 01:13
Change comment: There is no comment for this version

Summary

Details

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1 -Main.PT GUE.WebHome
1 +Weekly Report.February .WebHome
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1 -XWiki.surya
1 +XWiki.dennis
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1 1  = Weekly Report 14 February 2025 =
2 2  
3 3  
4 -== Data Engineer ==
4 +== (% id="cke_bm_29973S" style="display:none" %) (%%)Data Engineer ==
5 5  
6 ->What Have You Done?/What Issues You Have?What Next You Will Do? (Optional)What Support You Need? (Optional)
6 +>What Have You Done in This Week?
7 +
8 +(((
9 +{{success}}
10 +What Have You Done?
11 +{{/success}}
12 +
13 +* Airflow-airbyte maintenance
14 +
15 +~1. create task for delete gcs folder table dharmadexa
16 +2. ⁠change incremental method in airbyte for tb)
17 +
18 +
19 +* ⁠*D2D*
20 +
21 +~1. enhance logic stickness rate (mart)
22 +2. ⁠weekly regrup w/product
23 +
24 +* MCN
25 +
26 +~1. troubleshoot on DAG and resource
27 +2. ⁠repointing new database for all pipeline existing
28 +
29 +* Screening
30 +
31 +~1. regroup w/PM and DA for validate data and discuss funneling data
32 +2. enhance logic fact table dharmadexa
33 +3. ⁠preparation dharmadexa data phase 3 (funneling)
34 +4. ⁠testing geo.py to get city from long lat
35 +5. ⁠migrasi dataset cleaned_screening_merck.dim_screening_stunting to CH
36 +
37 +{{warning}}
38 +What Issues You Have?
39 +{{/warning}}
40 +
41 +1. xxx
42 +1. xxx
43 +1. xxx
44 +
45 +{{info}}
46 +What Next You Will Do? (Optional)
47 +{{/info}}
48 +
49 +1. xxx
50 +1. xxx
51 +1. xxx
52 +
53 +**What Support You Need? (Optional)**
54 +
55 +
56 +----
57 +
58 +
59 +)))
60 +
61 +
62 +== (% id="cke_bm_29973S" style="display:none" %) (%%)Data Analyst ==
63 +
64 +>What Have You Done in This Week?
65 +
66 +(((
67 +{{success}}
68 +What Have You Done?
69 +{{/success}}
70 +
71 +1. **Dharma Dexa Phase 2** – Completed the second phase of Dharma Dexa.
72 +1. **Migration from Looker to Metabase** – Transitioning data visualization and analytics from Looker to Metabase.
73 +1. **Redesigned DKonsul Data** – Improved the structure and organization of DKonsul data.
74 +1. **Ad-hoc Requests** – Handled various on-demand data requests.
75 +
76 +{{warning}}
77 +What Issues You Have?
78 +{{/warning}}
79 +
80 +1. **Metabase Limitations** – Limited chart options and flexibility in customization, particularly a lack of aggregation functions.
81 +
82 +{{info}}
83 +What Next You Will Do? (Optional)
84 +{{/info}}
85 +
86 +1. **Continue Redesigning DKonsul Data**
87 +1*. Refining the data funnel from consultation → prescription → transaction.
88 +1. **Continue Migration to Metabase** – Ensuring a smooth transition from Looker to Metabase.
89 +1. **Dharma Dexa Phase 3** – Proceeding with the next phase of the Dharma Dexa project.
90 +1. **AppSheet MCN Visit Tracker Dashboard** – Developing and optimizing the dashboard.
91 +
92 +**What Support You Need? (Optional)**
93 +
94 +1. **Data Validation** – Ensuring data accuracy and consistency.
95 +1. **Dharma Dexa Screening Enhancements**
96 +1*. Assigning a **new screening ID** for each event, especially if different questions and inputs are involved.
97 +1*. Adding **location input (province, city)** for better analysis.
98 +)))
99 +
100 +
101 +----
102 +
103 +== Data Analyst & AI ==
104 +
105 +>What Have You Done in This Week?
106 +
107 +(((
108 +{{success}}
109 +What Have You Done?
110 +{{/success}}
111 +
112 +**AUTOMARK**
113 +
114 +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%**
115 +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.**
116 +
117 +**MCN**
118 +
119 +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)**
120 +1. **Repoint, re-align, and redesign the pipeline and database** that being consumed for scrapping.** (Pairing with Syifa-DE)**
121 +
122 +**Automation**
123 +
124 +1. **Implement compliance mapping** with the newest data from compliance team
125 +1. Data, flow, and script validation for user report performance doctor. **The sample report is already validated by dr.Astrid**
126 +
127 +**Others**
128 +
129 +1. Reqeust + enhance dashboard merck
130 +1. Request dkonsul data for online doctors, transactions, prescriptions, Dexa prescriptions, comparison new users january
131 +1. Request data ICD-10
132 +
133 +{{warning}}
134 +What Issues You Have?
135 +{{/warning}}
136 +
137 +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
138 +1. Need to enhance the RAG accuracy to around 90%
139 +
140 +{{info}}
141 +What Next You Will Do? (Optional)
142 +{{/info}}
143 +
144 +1. Increase RAG accuracy by adding more train query LLM
145 +1. Start daily recurring scraping for tiktok dashboard
146 +1. Start dkonsul insight next week
147 +
148 +**What Support You Need? (Optional)**
149 +
150 +
151 +=== Summary ===
152 +
153 +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.
154 +
155 +**Data Analyst**
156 +
157 +* Menyelesaikan fase kedua Dharma Dexa.
158 +* Memindahkan visualisasi data dan analitik dari Looker ke Metabase.
159 +* Mendesain ulang data DKonsul untuk struktur dan organisasi yang lebih baik.
160 +* Menangani berbagai permintaan data on-demand.
161 +
162 +**Data Analyst & AI**
163 +
164 +* Menerapkan, mengevaluasi, dan mendokumentasikan API Screening Dharma Dexa untuk diakses oleh tim Tech.
165 +* Menerapkan, mengevaluasi, dan mendokumentasikan master user GUE Ecosystem untuk diakses oleh tim Tech.
166 +* Memperbaiki masalah lonjakan sumber daya yang disebabkan oleh jadwal scraping.
167 +* Merepoint, menyelaraskan ulang, dan mendesain ulang pipeline dan database yang digunakan untuk scraping.
168 +* Menerapkan pemetaan kepatuhan dengan data terbaru dari tim kepatuhan.
169 +* Memvalidasi data, alur, dan skrip untuk kinerja laporan pengguna dokter.
170 +
171 +**Isu**
172 +
173 +* Pilihan bagan dan fleksibilitas yang terbatas dalam kustomisasi Metabase.
174 +* Kurangnya informasi mengenai database repointing MCN dari tim teknologi.
175 +* Perlu meningkatkan akurasi RAG menjadi sekitar 90%.
176 +
177 +**Langkah Selanjutnya**
178 +
179 +* Melanjutkan desain ulang data DKonsul dan migrasi ke Metabase.
180 +* Melanjutkan dengan Dharma Dexa Fase 3 dan mengembangkan Dasbor Pelacak Kunjungan AppSheet MCN.
181 +* Meningkatkan akurasi RAG, memulai scraping berulang harian untuk dasbor TikTok, dan memulai wawasan DKonsul minggu depan.
182 +
183 +**Dukungan yang Dibutuhkan**
184 +
185 +* Validasi data dan peningkatan penyaringan Dharma Dexa.
186 +)))