M. Tariq

#ChiefDataScientist, #DeepLearning, consultant for #CIO #CEO #CDO for #AssortmentPlanning, #RetailTech, IoT, #PredictiveSales and #Martech, #DataScienceTrainer

[M. Tariq @tariq_phd]

@sundarpichai Currently I am creating a course for “AI native pre-school classroom “ I am moving my prompts and workflows to #Geminiai as we speak. Benchmarks are speaking for themselves. #AIclassroom #AIforclassroom #edtech #geminiatwork

[M. Tariq @tariq_phd]

Big Pharma companies need excessive digital leapfrogging to match what lean and AI-first Drug research startups have to offer to the health sector. #AstraZeneca #Pfizer #Novartis #BristolMyersSquibb

[M. Tariq @tariq_phd]

I was not expecting such a refined #Bronzeage #metallurgy in this region : Surooq ul Hadid Museum # https://t.co/9BGZHWpKpd via @YouTube #Dubai #VisitDubai #letsconnect @HinaRKhar @expo2020dubai #FATF #FathersDay

[M. Tariq @tariq_phd]

Are you a startup building a #SaaS solution and have 5,6 #AI use-cases in your plan? Revisit your drawing board ! To much ambition will spread your team too thin; one AI done right is enough to justify the USP.

#Analytics #MachineLearning #AI #Python #IoT #IIoT #ML #Serverless

[M. Tariq @tariq_phd]

How to enter into #dataengineering
? Candid discussion with Ansab Iqbal
https://t.co/dKz9g0ChxN

[M. Tariq @tariq_phd]

Calligraphy- Get set, go... https://t.co/eyhkptuh0X

[M. Tariq @tariq_phd]

Just posted a photo https://t.co/JaP5TRBqHg

[M. Tariq @tariq_phd]

@amnaappi https://t.co/YhlP1jH8El

[M. Tariq @tariq_phd]

https://t.co/JjqvuPBuMI

[M. Tariq @tariq_phd]

@unishopit Hey @unishopit, Its great to connect to you

[M. Tariq @tariq_phd]

#Assortmentplanning using spreadsheet and what-if scenarios takes more than a lifetime of our universe( if the goal is to find an optimal assortment) AI finds near-optimal assortment in less than a night...
#RetailTech #sellthrough #whatifscenarios #solver #RetailAI

[M. Tariq @tariq_phd]

Tech blogs list Google cloud to be the best cloud for ML followed by AWS and Azure.
These blogs never tell us the fact that GCP and TPU based compute , and Google's pre-trained models accelerate and improve, mainly, Deep ML models.
#retailtech #Deepml
https://t.co/MS6dJROhd1

[M. Tariq @tariq_phd]

I have observed HMM still has great potential for sequence modeling problems in Retail; be it customer journey based Sequential #Personalization engine or even Demand #Forecasting. I belive this due to two reasons:(1) Model explainability (2) Limited data requirement.
#ARIMA

[M. Tariq @tariq_phd]

Ask trainee #datascientists some #interviewquestions related to Calculus or #statistics; the most common responses I get are " It has been a long time I took a course in college" and "In the age of Google you don't really need to remember all this stuff". https://t.co/qUmVZhffLh

[M. Tariq @tariq_phd]

Exotic kaggle models don't solve your data science problems; problem definition does

[M. Tariq @tariq_phd]

Who knew #HilbertEnvelope comes in so handy ... #forecasting

[M. Tariq @tariq_phd]

I was to lookup Rag'n'Bone man; forgot and tried<Rag N "flesh" man>. Do we remember words--or just regions in the #WordEmbedding space? 🤔

[M. Tariq @tariq_phd]

(AWS-#Kinesis vs #Kafka vs #Redis) have any stories to share related to your "production" setup ? https://t.co/VgeK3IDrOK

[M. Tariq @tariq_phd]

@leilakhan It was great to present our e classroom demo to you and meet you today :)

[M. Tariq @tariq_phd]

Robots will assist janitors in keeping the floors clean at train stations- prototype designed at RoSAIL https://t.co/sdaJny1TMI on @LinkedIn