My Ideal work - Next Plans - Solopreneur

Work as Solopreneur

• Collaborate/partner than build/learn all at once
• Focus on leveraging domain knowledge / ML / AI
• Build strategy  / solution / Translating needs to technical and low-level use cases/solutions
• Leverage existing data / suggest additions / find gaps in data collected/set data clarity
• Advocate tech/business solutions based on all the above aspects
• Teach / Learn / Take care of family/work
• You cannot win every race but you can win only those you take part :)

My Strengths

• Domain - Retail, Supply Chain, Warranty, Offline, Online, Planogram, Refurbishment, Cycle Counting, Warranry, Third Party Integration
• ML - Forecasting, Recommendations
• Vision - Vision for Beauty, Tryon, Smart Retail, AmazonGo-type solutions
• GenAI - Use cases by Text / Vision mapped to domains
• NLP - Teaching gave basics / first principles, NLP, POS Tagging, NER, Transformers, BERT, Spacy, Now OpenAI embeddings
• Databases - Heart and Soul is SQL Server, One default skill is TSQL Developer. Managed BI / SSIS on a need basis
• Professions services/customizations/consulting
• I truly don't believe in I know it all but start from scratch to get to know what's needed :)
• Just keep Learning and Keep Going!!!

Every effort takes time :), I truly cherish all my previous work

• Supply Chain - Xbox Days, Still remember all the tables/flows :)
• Amazon - Features / Ecom / Markets / Ship Fast / Ship More
• Tyco - Retail - Instore - RFID - Replenishment 
• Consulting - Tata Sky, Cavin Care, Govt Depts, Volkswagen, Social Media, Consulting
• Current Role - Applied every other experience to derive value with Data Science

Warranty rewrite took 4 years, Worked on Fixes for two years but it only helped to know drawbacks/business vs tech needs vs migration strategy 

The Retail Architecture rewrite at Tyco was best to Fit how we need to adopt

Patent helped to map new tech vs business process

You can stop earning, but can't stop learning :) :) :)

Take a break focus on a few things, Earn less but Focus more. For broader impact need to have focused plans :)

The key to remain Employable is 

• Learning a lot about things that matter
• Working on problems that interest you
• Make some money with focused work/teaching
• With people you like and respect (this is incidentally how you get co-founders at the same time as the idea)
• Build basic minimal-income scheme, Don't worry continue to evaluate

More Reads - Link

Keep Exploring!!!