And spoilt me utterly ...
✴️ For coding errors....i've stopped describing errors....takes too long...
I attach screenshots of errors and type: 𝙛𝙞𝙭 𝙞𝙩 𝙥𝙡𝙨.
That's it....get a new code back. In most cases, it works right off the bat...
✴️ Some days back, I did a post about GPT-4o release vs. higher expectations. I take it all back...spoilt analyst syndrome....
✴️ For just $20 a month, the value I am getting is humongously exponentially more.
✴️ I'm still on the older voice mode on my account.....amazing technical brainstorming conversations. Can't wait to try out the new voice-video mode.
🔍 Can now directly connect to Google Drive / One Drive.
🔍Connectors to AWS / Azure/ GCP: likely to come sooner than later.
✴️ Recently completed a client project involving process reengineering and automation, followed by analysis. Used VBA (for automation) and Python.
Had totally forgotten VBA
Something that would have taken me weeks was delivered in a few days.
One of the best VBA codes 'I' (ahem....) have ever written in my life.
✴️ For another Excel automation for a client: set up a private Custom GPT running Python code. The trick to consistent results? Freeze the Python code, otherwise, it starts to re-engineer the whole thing. ChatGPT-4 acts as a UI: upload the file, process it, and get the output CSVs back.
✴️ Then there are those Annual Reports I am dumping into GPT-4 for (DuPont) Ratio Analysis....some are 500 pages plus ... and also extracting nicely formatted tables of financial statements and schedules
✴️ And Custom GPT and LLM apps for a variety of analytics tasks. Have setup multiple Fast API servers running my python codes ....and am calling those via API calls from within GPT as well as from external LLM apps.
✴️ I doubt I 'chat' with ChatGPT / LLMs too much... except brainstorming conversations... mostly it is coding, debugging, automation, data cleaning, machine learning models, running API calls. ....
...and acting as a 𝗨𝗡𝗜𝗩𝗘𝗥𝗦𝗔𝗟 𝗨𝗦𝗘𝗥 𝗜𝗡𝗧𝗘𝗥𝗙𝗔𝗖𝗘 𝗮𝗻𝗱 𝗮 𝗠𝗨𝗟𝗧𝗜-𝗣𝗨𝗥𝗣𝗢𝗦𝗘 𝗣𝗥𝗢𝗖𝗘𝗦𝗦𝗜𝗡𝗚 𝗦𝗘𝗥𝗩𝗘𝗥
....I could go on and on....
All GPT Magic
Many of these covered in detail my earlier LinkedIn Posts and Videos.
OpenAI, I bow before thee. 🙏
𝗪𝗶𝘁𝗵 𝗮 𝘀𝗶𝗻𝗴𝗹𝗲 𝘀𝘁𝗿𝗼𝗸𝗲...𝗼𝗻 𝘁𝗵𝗮𝘁 𝗳𝗮𝘁𝗲𝗳𝘂𝗹 𝗱𝗮𝘆 𝗼𝗳 𝟯𝟬𝘁𝗵 𝗡𝗼𝘃𝗲𝗺𝗯𝗲𝗿 𝟮𝟬𝟮𝟮....𝗢𝗽𝗲𝗻𝗔𝗜 𝗰𝗵𝗮𝗻𝗴𝗲𝗱 𝘁𝗵𝗲 𝘄𝗼𝗿𝗹𝗱. 𝗗𝗲𝗳𝗶𝗻𝗶𝘁𝗲𝗹𝘆 𝗺𝗶𝗻𝗲