Meeting Title: Brainforge Data Model Sync Date: 2026-01-28 Meeting participants: Uttam Kumaran, Demilade Agboola
WEBVTT
1 00:02:09.100 ⇒ 00:02:09.690 Uttam Kumaran: Edit.
2 00:02:09.690 ⇒ 00:02:10.259 Demilade Agboola: Go through.
3 00:02:11.420 ⇒ 00:02:12.370 Uttam Kumaran: Late, man.
4 00:02:13.340 ⇒ 00:02:17.329 Demilade Agboola: Yeah, yeah, I mean, to be fair, it’s just, like, 12, it’s not the worst.
5 00:02:17.330 ⇒ 00:02:17.750 Uttam Kumaran: Yeah.
6 00:02:17.750 ⇒ 00:02:22.869 Demilade Agboola: It’s, like, 4AM, and so these kids will be up at, like, 6, so that was, like, damn.
7 00:02:22.870 ⇒ 00:02:28.539 Uttam Kumaran: I mean, look, I… I… I wanna get this done, like…
8 00:02:28.680 ⇒ 00:02:36.240 Uttam Kumaran: I told him, like, faster I sent him that… faster we sent the spreadsheet, faster they’d book a call, faster we’d be able to do the feedback.
9 00:02:36.860 ⇒ 00:02:41.989 Uttam Kumaran: It’s just, it’s the way it goes, you know? But I feel like we got a lot more clarity.
10 00:02:42.280 ⇒ 00:02:48.479 Uttam Kumaran: I feel… better. I don’t worry… I’m not worried about your piece. I’m… I’m more like…
11 00:02:48.700 ⇒ 00:02:52.980 Uttam Kumaran: Wherever you get to tonight, just hand it to me, I’ll finish… I’ll wrap it up.
12 00:02:53.940 ⇒ 00:02:55.579 Demilade Agboola: Okay, alright, sounds good.
13 00:02:55.580 ⇒ 00:03:01.390 Uttam Kumaran: Yeah, so that we can just parallel it. That way, they can give you feedback tomorrow morning, And, like.
14 00:03:01.530 ⇒ 00:03:07.050 Uttam Kumaran: Hopefully get it into, get it into Omni, you know? So…
15 00:03:08.310 ⇒ 00:03:11.529 Demilade Agboola: Oh, okay. Alright, sounds good. Like, I’m already, like, running the…
16 00:03:11.860 ⇒ 00:03:12.450 Uttam Kumaran: Okay.
17 00:03:13.280 ⇒ 00:03:16.110 Demilade Agboola: the local… Like, the dev version.
18 00:03:16.350 ⇒ 00:03:17.690 Demilade Agboola: Something…
19 00:03:20.830 ⇒ 00:03:24.180 Demilade Agboola: Why is the… Training revenue stream.
20 00:03:34.010 ⇒ 00:03:34.990 Demilade Agboola: Hmm…
21 00:03:38.770 ⇒ 00:03:43.840 Uttam Kumaran: You wanted to talk about the… Sunday to… Saturday.
22 00:03:43.840 ⇒ 00:03:45.910 Demilade Agboola: Yeah, so I want to talk about.
23 00:03:45.910 ⇒ 00:03:51.090 Uttam Kumaran: Usually the reason I’ve seen that is because retailers sell a lot on the weekend.
24 00:03:52.130 ⇒ 00:03:54.020 Uttam Kumaran: So they wanted to… yeah.
25 00:03:54.570 ⇒ 00:03:58.670 Demilade Agboola: I think what’s confusing me is… So, the way weeks work…
26 00:03:58.800 ⇒ 00:04:00.620 Demilade Agboola: Is we have a reference point.
27 00:04:00.830 ⇒ 00:04:04.649 Demilade Agboola: And we go to the same reference points the following week, right?
28 00:04:04.880 ⇒ 00:04:07.280 Demilade Agboola: So we say a week starts on…
29 00:04:07.440 ⇒ 00:04:08.570 Uttam Kumaran: Sunday to Sunday.
30 00:04:08.900 ⇒ 00:04:10.719 Demilade Agboola: Sunday to Sunday, or Saturday to Saturday, or Monday.
31 00:04:10.720 ⇒ 00:04:11.790 Uttam Kumaran: So what did he say?
32 00:04:12.170 ⇒ 00:04:14.850 Demilade Agboola: Saturday to Sunday. That’s what’s confusing me.
33 00:04:15.060 ⇒ 00:04:18.809 Demilade Agboola: Yeah, so if you do one week from Saturday to Sunday…
34 00:04:19.870 ⇒ 00:04:21.000 Uttam Kumaran: Next week’s Saturday.
35 00:04:21.000 ⇒ 00:04:21.569 Demilade Agboola: Thank you.
36 00:04:22.380 ⇒ 00:04:23.169 Uttam Kumaran: Wait, wait, wait.
37 00:04:24.860 ⇒ 00:04:30.549 Uttam Kumaran: So, usually people say… Monday to Sunday…
38 00:04:30.970 ⇒ 00:04:34.219 Uttam Kumaran: It should be Saturday… it should be Sunday to Saturday.
39 00:04:34.970 ⇒ 00:04:37.000 Demilade Agboola: No, that would make sense to me, because if you like…
40 00:04:37.780 ⇒ 00:04:43.490 Demilade Agboola: Yeah, if it’s Sunday, Saturday, I’ll get it, because I’ll be like, okay, so the week, the new week starts on the next Sunday, and then goes to the next…
41 00:04:44.040 ⇒ 00:04:45.950 Demilade Agboola: you know, so I get it.
42 00:04:45.950 ⇒ 00:04:53.029 Uttam Kumaran: Maybe just, yeah, I think you should… I think you should clarify. I think you should just say, hey, like, I just… I know semantics can be weird, like, I just want to confirm…
43 00:04:53.170 ⇒ 00:04:58.979 Uttam Kumaran: Do you mean… like… Saturday morning until Friday night.
44 00:04:59.410 ⇒ 00:05:06.000 Uttam Kumaran: Or, like… Yeah, like, I just want… I just want to get the answer from him.
45 00:05:19.260 ⇒ 00:05:20.570 Demilade Agboola: Do you mean…
46 00:05:33.280 ⇒ 00:05:37.990 Demilade Agboola: I think maybe he needs, like, 00 Saturday to 00 Sunday.
47 00:05:38.440 ⇒ 00:05:41.010 Demilade Agboola: Might be one week. That’s the best I can think of.
48 00:05:41.310 ⇒ 00:05:45.420 Uttam Kumaran: Oh, so then maybe, yeah, maybe ask him, do you literally mean Saturday night?
49 00:05:46.890 ⇒ 00:05:49.600 Uttam Kumaran: Until… Saturday night?
50 00:05:49.990 ⇒ 00:05:53.040 Uttam Kumaran: Or do you mean Saturday morning until Friday night?
51 00:05:55.410 ⇒ 00:05:56.470 Demilade Agboola: I’m not sure I get that.
52 00:05:56.760 ⇒ 00:06:03.939 Uttam Kumaran: Like, does he mean… because usually people, retailers, they’ll say they want to include the weekend, In the following.
53 00:06:03.940 ⇒ 00:06:04.660 Demilade Agboola: unique.
54 00:06:05.840 ⇒ 00:06:07.850 Uttam Kumaran: Because they sell all their shit on the weekend.
55 00:06:09.180 ⇒ 00:06:10.280 Uttam Kumaran: It’s…
56 00:06:10.520 ⇒ 00:06:15.650 Uttam Kumaran: And yes, you may say, like, why not just do Monday? It’s just they don’t like… They’re running ads.
57 00:06:15.650 ⇒ 00:06:16.190 Demilade Agboola: Totally.
58 00:06:16.740 ⇒ 00:06:17.200 Uttam Kumaran: Whatever.
59 00:06:17.200 ⇒ 00:06:19.849 Demilade Agboola: Yeah, so what I’m thinking… what I’m thinking of is…
60 00:06:20.040 ⇒ 00:06:22.849 Uttam Kumaran: And so you want Saturday morning until Friday night.
61 00:06:24.600 ⇒ 00:06:26.820 Demilade Agboola: Not Friday night.
62 00:06:26.820 ⇒ 00:06:29.009 Uttam Kumaran: Friday night. Because then it cuts off.
63 00:06:30.810 ⇒ 00:06:33.509 Uttam Kumaran: Like, 12, like, 12 midnight, 11.59.
64 00:06:33.510 ⇒ 00:06:34.140 Demilade Agboola: Yes.
65 00:06:34.470 ⇒ 00:06:35.800 Demilade Agboola: So, let’s say…
66 00:06:38.800 ⇒ 00:06:43.700 Demilade Agboola: 0-0 on Saturday, like, literally as he hits the clock strikes, 12 on Saturday.
67 00:06:44.830 ⇒ 00:06:48.639 Demilade Agboola: Oh yeah, but it doesn’t cut off… it doesn’t cut off if you do it to 0-0 Sunday.
68 00:06:51.920 ⇒ 00:06:52.490 Demilade Agboola: Right?
69 00:06:52.490 ⇒ 00:06:59.580 Uttam Kumaran: Yeah, it’s 11… it’s 11.59… It’s 12 a.m. to 11.59.
70 00:07:00.120 ⇒ 00:07:00.930 Uttam Kumaran: Friday.
71 00:07:02.740 ⇒ 00:07:09.990 Demilade Agboola: Okay, so… 23… 59… Friday.
72 00:07:31.610 ⇒ 00:07:34.209 Demilade Agboola: So, Saturday…
73 00:07:40.980 ⇒ 00:07:48.850 Demilade Agboola: And then from 00 Sunday, It will then go to…
74 00:07:56.060 ⇒ 00:07:57.349 Demilade Agboola: Sorry, where’s my pen?
75 00:08:10.950 ⇒ 00:08:15.900 Demilade Agboola: Ashwini was actually still a bit confused by the…
76 00:08:15.900 ⇒ 00:08:20.189 Uttam Kumaran: I know, dude, that’s why I was like, fuck, I cannot… they’re literally gonna fire us on this call.
77 00:08:20.850 ⇒ 00:08:24.370 Demilade Agboola: So, that’s why I had to… Precious.
78 00:08:24.780 ⇒ 00:08:29.910 Uttam Kumaran: I know, I know, I was trying to do the same, I was like… but I also didn’t, like, I don’t know, I just…
79 00:08:30.160 ⇒ 00:08:33.440 Uttam Kumaran: I was, like, not in tune enough with, like, how the pipeline was working.
80 00:08:34.020 ⇒ 00:08:35.559 Uttam Kumaran: So, yeah, it’s…
81 00:09:41.430 ⇒ 00:09:43.300 Demilade Agboola: I had a friend who I used to work with.
82 00:09:45.440 ⇒ 00:09:47.900 Demilade Agboola: When he had a whiteboard in his house.
83 00:09:49.470 ⇒ 00:09:54.160 Demilade Agboola: So, if he was ever trying to, like, brainstorm and figure things out, he would just be writing his book.
84 00:09:56.300 ⇒ 00:09:57.430 Uttam Kumaran: That’s funny.
85 00:09:58.120 ⇒ 00:09:59.259 Demilade Agboola: I found it really cool.
86 00:10:02.870 ⇒ 00:10:07.700 Demilade Agboola: 2… So let me just see.
87 00:10:08.830 ⇒ 00:10:09.560 Demilade Agboola: Right.
88 00:10:09.780 ⇒ 00:10:10.740 Demilade Agboola: Sound good thing.
89 00:10:12.270 ⇒ 00:10:14.230 Demilade Agboola: Sounds clean.
90 00:10:21.240 ⇒ 00:10:23.380 Demilade Agboola: Here’s your anxiety?
91 00:10:37.240 ⇒ 00:10:38.420 Demilade Agboola: Potentially.
92 00:10:41.760 ⇒ 00:10:45.520 Demilade Agboola: This means 20.
93 00:10:55.820 ⇒ 00:11:00.039 Demilade Agboola: It could be 23.59 Saturday.
94 00:11:01.300 ⇒ 00:11:06.550 Demilade Agboola: All the way to… 0000 Sunday.
95 00:11:10.910 ⇒ 00:11:11.940 Uttam Kumaran: Tell you one more time?
96 00:11:12.530 ⇒ 00:11:18.180 Demilade Agboola: It could be 23.59, so that’s, like, 11.59 on a Saturday. So when you say Saturday, Saturday, it’s a Sunday.
97 00:11:19.090 ⇒ 00:11:25.129 Demilade Agboola: 200… But then the new week would only be from Sunday.
98 00:11:25.720 ⇒ 00:11:29.330 Demilade Agboola: all the way to $23.59 on Saturday as well.
99 00:11:33.650 ⇒ 00:11:36.170 Uttam Kumaran: No, that’s why it doesn’t work, that’s why what he’s saying doesn’t work.
100 00:11:36.440 ⇒ 00:11:38.079 Demilade Agboola: Yeah, I…
101 00:11:38.080 ⇒ 00:11:42.230 Uttam Kumaran: No, what he’s saying doesn’t work. You can’t do the… Yeah.
102 00:11:44.830 ⇒ 00:11:48.240 Uttam Kumaran: But just see, maybe just, like, yes, have him, like.
103 00:11:48.960 ⇒ 00:11:52.990 Demilade Agboola: Do you mean Sunday to Saturday? Let me see. Let’s just do Sunday to Saturday.
104 00:11:54.160 ⇒ 00:12:00.690 Uttam Kumaran: Yeah, just say, do you mean Sunday to Saturday? Just, like, checking, basically, because… Just to clarify, yeah.
105 00:13:23.590 ⇒ 00:13:31.600 Uttam Kumaran: Yeah, dude, also, your… your OS Open was behind you during the meeting. It was like a face was floating here.
106 00:13:32.870 ⇒ 00:13:33.430 Demilade Agboola: Clare what?
107 00:13:33.610 ⇒ 00:13:37.680 Uttam Kumaran: Like, your TV face, I just saw… you watching Australian Open?
108 00:13:38.290 ⇒ 00:13:40.869 Demilade Agboola: No, not necessarily watching it, like, I just.
109 00:13:40.870 ⇒ 00:13:44.120 Uttam Kumaran: I just saw Carlos Alcaraz’s face float here.
110 00:13:44.540 ⇒ 00:13:52.419 Demilade Agboola: Yeah, I just have it… I have it for ambience, because, like, I live in a two-bedroom house alone, so sometimes you just have TV on just so, like, you can.
111 00:13:52.420 ⇒ 00:13:54.959 Uttam Kumaran: Yeah, yeah, yeah, yeah, yeah, yeah, I agree.
112 00:13:56.510 ⇒ 00:14:00.560 Demilade Agboola: But yeah, I actually watched some of the Australian Open, like, the Jockovich album.
113 00:14:00.560 ⇒ 00:14:01.470 Uttam Kumaran: Yeah, it’s good.
114 00:14:22.430 ⇒ 00:14:24.049 Demilade Agboola: Okay, so for the daily…
115 00:15:45.330 ⇒ 00:15:48.210 Demilade Agboola: How’s the longest thing?
116 00:15:52.410 ⇒ 00:15:54.749 Demilade Agboola: And I’ll spend daily trading revenue.
117 00:16:04.240 ⇒ 00:16:08.980 Demilade Agboola: Oh, shh… It’s open.
118 00:16:30.170 ⇒ 00:16:35.060 Demilade Agboola: So it’s… Jane here, it’s… Wanted, no.
119 00:16:37.150 ⇒ 00:16:38.630 Demilade Agboola: Two levels below.
120 00:16:49.120 ⇒ 00:16:52.360 Demilade Agboola: I’m going to ask Ashwini if the…
121 00:16:55.070 ⇒ 00:16:58.209 Demilade Agboola: Because I’m still actually sure what the issue is with the missing data.
122 00:16:58.360 ⇒ 00:17:03.179 Demilade Agboola: Because how he was explaining it wasn’t really clear to me. If the issue is…
123 00:17:03.810 ⇒ 00:17:06.809 Demilade Agboola: It’s there when he doesn’t filter it.
124 00:17:07.359 ⇒ 00:17:12.940 Demilade Agboola: But when he adds certain filters, it’s absent, or I was just not getting it, because he was saying it’s there, but it drops.
125 00:17:13.099 ⇒ 00:17:17.190 Demilade Agboola: the API seems to drop in, and I was curious as to, like, what situations it will drop it in.
126 00:17:17.880 ⇒ 00:17:23.980 Uttam Kumaran: Yeah, I also wasn’t getting an answer, and I was like, okay, dude, I… I can’t keep talking about this, like…
127 00:17:24.619 ⇒ 00:17:25.220 Uttam Kumaran: So, I mean…
128 00:17:25.220 ⇒ 00:17:25.569 Demilade Agboola: a friend.
129 00:17:25.579 ⇒ 00:17:27.169 Uttam Kumaran: I’m gonna see…
130 00:17:27.959 ⇒ 00:17:32.519 Uttam Kumaran: I mean, I think we’re gonna be able to close it out. We just got some more stuff from Michael.
131 00:17:32.729 ⇒ 00:17:34.809 Uttam Kumaran: So I’m gonna try my best to close it out.
132 00:17:35.549 ⇒ 00:17:40.099 Uttam Kumaran: I mean, overall, like, I don’t… I just don’t know why they’re having us do…
133 00:17:41.379 ⇒ 00:17:44.499 Uttam Kumaran: like, this much QA, but also, like, we should have…
134 00:17:45.119 ⇒ 00:17:49.769 Uttam Kumaran: We should have, like, just shown them some summary tables and closed this out, but…
135 00:19:26.230 ⇒ 00:19:32.900 Demilade Agboola: So, Ashwini was able to, like, adjust or integrate the PVL table, so he has done that, but we can get rid of the…
136 00:19:35.600 ⇒ 00:19:37.350 Demilade Agboola: I can get rid of the…
137 00:19:37.840 ⇒ 00:19:42.709 Demilade Agboola: totals. I think the totals across the multiple grains don’t make sense.
138 00:19:44.260 ⇒ 00:19:46.010 Demilade Agboola: No, it’s probably video on LinkedIn.
139 00:19:47.820 ⇒ 00:19:51.840 Demilade Agboola: Get rid of. Maybe we can add, like, some formatting, add commas to it.
140 00:19:55.710 ⇒ 00:19:56.280 Uttam Kumaran: Okay.
141 00:21:01.640 ⇒ 00:21:08.979 Uttam Kumaran: Okay, dude, do you want to let me know where you get to? I haven’t stood up in, like, a long time, so I need to just, like, stand up.
142 00:21:08.980 ⇒ 00:21:13.320 Demilade Agboola: Sure. I’ll probably, at this point, I probably will just try and see…
143 00:21:14.490 ⇒ 00:21:16.279 Demilade Agboola: So I’m testing the model right now.
144 00:21:16.540 ⇒ 00:21:17.130 Uttam Kumaran: Okay.
145 00:21:17.130 ⇒ 00:21:17.750 Demilade Agboola: Oh my god.
146 00:21:18.200 ⇒ 00:21:22.299 Demilade Agboola: once I get the outfields, I’ll look through and just be sure that everything makes sense.
147 00:21:22.340 ⇒ 00:21:23.510 Uttam Kumaran: Okay.
148 00:21:23.510 ⇒ 00:21:28.020 Demilade Agboola: I probably won’t do the CSV bits tonight, I’ll probably do that tomorrow morning when I wake up.
149 00:21:28.510 ⇒ 00:21:31.819 Demilade Agboola: But it’s just going to be effectively…
150 00:21:32.080 ⇒ 00:21:37.990 Demilade Agboola: every other… you have the sheets right there, and just for context, let me just share that with you.
151 00:21:38.550 ⇒ 00:21:39.499 Demilade Agboola: In the chat.
152 00:21:46.040 ⇒ 00:21:52.620 Demilade Agboola: And so… Effectively, everything that is not… mocked the CSV.
153 00:21:52.790 ⇒ 00:21:55.359 Demilade Agboola: Or soon, in the data warehouse.
154 00:21:55.790 ⇒ 00:21:57.529 Demilade Agboola: We’ll be in this model.
155 00:21:57.660 ⇒ 00:22:03.350 Demilade Agboola: And I’ll just push the PR on tagging it, so you can look, or… I could push the branch.
156 00:22:03.540 ⇒ 00:22:08.500 Demilade Agboola: No, I could commit the branch, and I can send you the name of the branch if you want to pull or look at it, or wherever.
157 00:22:08.810 ⇒ 00:22:09.940 Demilade Agboola: You can look at it.
158 00:22:10.800 ⇒ 00:22:13.989 Uttam Kumaran: Okay, that’d be great. Yeah, if you can… if you can just create a draft poll.
159 00:22:14.780 ⇒ 00:22:15.360 Demilade Agboola: Okay.
160 00:22:15.360 ⇒ 00:22:17.189 Uttam Kumaran: Or send me the branch, either one works.
161 00:22:17.910 ⇒ 00:22:19.849 Demilade Agboola: Alright, sounds good, then. So I will…
162 00:22:20.950 ⇒ 00:22:26.360 Demilade Agboola: like I said, so everything that is not CSV will be in the model. That is marked red with CSV will be in the model.
163 00:22:26.360 ⇒ 00:22:26.960 Uttam Kumaran: Okay.
164 00:22:31.040 ⇒ 00:22:38.090 Uttam Kumaran: And then, are you, you’re… you’re marking… I guess, should we mark in this sheet As we finish.
165 00:22:39.910 ⇒ 00:22:44.980 Demilade Agboola: I mean, the street is shit, I don’t know how much… Play around with it.
166 00:22:46.230 ⇒ 00:22:51.199 Demilade Agboola: But, yeah, potentially… We could just create…
167 00:22:51.200 ⇒ 00:22:53.819 Uttam Kumaran: Maybe we just create a con… oh, it’s comment only.
168 00:22:55.540 ⇒ 00:22:57.660 Demilade Agboola: Actually, no, I actually have edits.
169 00:22:57.660 ⇒ 00:23:06.229 Uttam Kumaran: Oh, okay. I would suggest just creating a, column that’s, like, Yeah, like,
170 00:23:06.600 ⇒ 00:23:10.770 Uttam Kumaran: in data… Brainforge in dbt, or in Data Model.
171 00:23:11.320 ⇒ 00:23:13.439 Uttam Kumaran: That way we can just go source by source.
172 00:23:14.140 ⇒ 00:23:14.760 Demilade Agboola: Okay.
173 00:23:16.230 ⇒ 00:23:19.799 Demilade Agboola: Okay, fair enough, fair enough. I’ll just try and do that.
174 00:23:19.920 ⇒ 00:23:21.390 Demilade Agboola: as well before I sleep.
175 00:23:21.660 ⇒ 00:23:22.340 Demilade Agboola: So…
176 00:23:22.340 ⇒ 00:23:23.140 Uttam Kumaran: Okay.
177 00:23:25.180 ⇒ 00:23:27.649 Uttam Kumaran: Okay. Alright. Thank you, dude.
178 00:23:28.130 ⇒ 00:23:29.129 Demilade Agboola: Yeah, no problem.
179 00:23:29.380 ⇒ 00:23:30.870 Uttam Kumaran: Okay. Talk to you soon.