Tech Stack Behind My $100K Upwork Journey as a Freelance Data Scientist

I take you on a journey through the tech stack that fueled my success as a Data Science freelancer, specializing in NLP (Natural Language Processing) and Generative AI. Beyond sharing the tools behind my $100,000 milestone on Upwork, I also delve into the intriguing problem statements I've tackled in this space.
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[@GenZdev]

Sir please can you remove your background music from next video it is disturbing my concentration .

[@FutureSmartAI]

Sure. we will reduce it

[@ashutoshshukla4680]

Hey next videos could we talk about your strategy to keep up to date with tech stack

[@prakharjain4136]

Great video, summary from 14:40 was the best and the use cases

[@samarthchoukse9321]

Thanks for sharing all of this and keep it up. It really inspires people like me who have just started their journey as freelancer data scientist.

[@deepanshuaggarwal7042]

Hy, can you please share what kind of data science work you get from freelancing.

[@Raaj_ML]

Thanks, but that background music is irritating.

[@arpangarg3359]

Can We start as fresher in freelancing data scientist

[@aj-lan284]

is DSA important?

[@FutureSmartAI]

you mean data structure algorithms? Not the way require for campus placement or competitive programming. you should be able to use list, dictionary to manaipulate data or json to convert into desired fromat

[@aj-lan284]

@@FutureSmartAI Can I start building projects (Data Scientist) without DSA?

[@FutureSmartAI]

@@aj-lan284 Yes. cehck my video on How did I got my first job

[@lanat7722]

Hi, thank you for sharing your knowledge in TH-cam videos. I am looking for an internship. I am doing a Master of Data Science. My final year project work is developing a chatbot using NLP, I need some guidance, and I like to discuss this in detail. How to reach you?

[@FutureSmartAI]

I will be sharing intern requirements soon

[@Mostafa_Sharaf_4_9]

You are really a great person. I hope you will do a complete project in which you will explain how we connect all the playlists together in one big video like using sentence transformers ,lungchain,chatgpt or open ai ..please keep going and i hope to be like you

[@FutureSmartAI]

There is one already. th-cam.com/video/nAKhxQ3hcMA/w-d-xo.html
Let me know should I do any case study kind of video or you have some problem statement in mind?

[@chrisformoso]

Thanks for sharing this! I'm only starting my data journey with analytics/BI and this has been eye opening to kind of peel back the curtain to becoming a data scientist.

[@FutureSmartAI]

Glad it was helpful!

[@ink-redible]

Great video!

[@FutureSmartAI]

Thanks!

[@piyushsahu591]

Very helpful

[@siddhantgurung1145]

Hey, Pradip it was such a nice and concise video it was to the point, crisp and concise

[@FutureSmartAI]

Glad you liked it

[@jaisingh1292]

Hey Pradip ,
Thanks for sharing great information.
Quick question how much is the limit of chromadb, how much data can we store in it.
I am using it for one of my projects in my company but I am not sure how much data it can handle and how I should test it.
Use case is the same question and answer using llm on our data .

[@Mostafa_Sharaf_4_9]

I hope you make a vadio about the cost of the project ...for example ,if a client wants a chatbot ,, how will I calculate the cost of open ai and AWS ,, and who will add his own cradit card to pay the service of AWS ( me or the client) ...It is an important question I hope you explane it

[@FutureSmartAI]

Cost is depend on usage. Eg lets take example of open ai. Find out avergare cost per request and how many requets we are expecting once you know Open AI has already given their pricing based on tokens.
Regardding who will bear expenses in my case I use my credit card or expenses and start development. Once wer have some demo ready I should suggest to client to have their own VM and will also ask thier open ai key

[@the-ghost-in-the-machine1108]

first of all, i really appreciate your work and commitments made for the community. i wonder whether the free-tier aws services(storage, server or serverless) can handle small-medium sized applications, you can respond based on your past projects. I mean i will upload my fastapi to serve for my mobile app to lambda or ec2 but i also need to store my vector database (chroma db or lamaindex or just connecting to free tier of pinecone), so how to handle these database side. I would really appreciate if you can clarify these points. Thanks a lot.

[@FutureSmartAI]

I guess free tier only comes with 1 GB RAM, if you want to run mutiple applications and also in memory chroma db it wont be sufficient

[@jkrasl8528]

To earn this 100k, do you work with your team together or by only yourself?

[@FutureSmartAI]

Yes recently I have my team so their role also there. did you check elrier video?

[@foysalmamun5106]

Hi Pradip,
First of all, thank you very much for all of your helpful videos.
Can you please share the roadmap for a beginner, what he needs to learn one after one to be Freelance Data Scientist like you?
shortlist, after finishing these he can be ready to apply for freelancing jobs.

[@FutureSmartAI]

Recorded NLP roadmap video, will be posting in next 3-5 days

[@foysalmamun5106]

@@FutureSmartAI
Wow, that's great.
Thank you lot.

[@sathyak1791]

I don't how to work on upwork can u please make a video?

[@FutureSmartAI]

Did you check my Data Science Freelancing playlist?

[@sathyak1791]

@@FutureSmartAI no , please give link