AI Strategy
I have 20+ years of experience (Coder - Empirical Learner - Teacher). I currently working on use cases in Video-Image-Text-Data / Database / BI space. I dabble with "Data". Generalist with a Passion for Product, Data, and Technology.
Making AI Work = ML / DL / GenAI Tech skills + Domain skills + Product + Competitor Landscape + Strategy + Responsible AI Adoption (I have a fraction of all of it to get things in production :)) = Solution Architect + AI PM + DEV :)
ML is more of a collaborative effort. Business needs - You spot it, and you can demonstrate competency to get a buy-in to implement. Alignment is critical to understand the short-term/long-term impact. You may not be immediately right but eventually, you may be right
My past clients - Unilever, Tesco, Belcorp, Anglo American, Woolworths, The container stone, The Children's place
Ex-Microsoft (Reverse Logistics Supply chain management), Amazon Ecommerce, Sensormatic RFID, EAS Store management solutions.
AI Offerings
AI readiness assessments
Technology evaluations and recommendations
Data strategy and road mapping
AI ethics and governance
Product prototyping
Model research and development
Ongoing model improvement
Spotting what others miss needs all three views - domain, data, and ML opportunities.
We need to encourage building a 360-degree perspective.
Product Skills - Find your strengths, API, Data Science, Data Analytics, Core skills, Secondary skills
Market Opportunity - Awareness of consumer/market trends/products to build
MVP Skills - Identify blocks for building a working product version 1
Coding Skills - Pick, Identify best practices with scale/architecture. Every function cannot work in isolation Product, Dev, Support, PM.
Working in multiple functions helps appreciate the views / and build more collaboration.
Different Lenses of AI in Product Lifecycle
AI Data Strategy
AI Product Strategy
AI Monetization Strategy
AI API Strategy
AI for Productivity Improvement, Automate process
AI + Human in Loop to automate/improve Business Processing
AI-driven marketing, personalization, support
Ping me or send a request to connect if what I do appeals to you and you want to talk about it (Data Science / Databases / Architecture / Retail Innovation / Consulting Projects/ Deep Learning Training / GenAI Workshops / Strategic Leadership Roles/ Mentoring / Technology Evaluation / AI Solutioning for Startups / Tech / Innovation Coach). My coordinates - sivaram[at]phygitalytics.com [or] sivaram2k10[at]gmail.com
Check out Daily Data Science Tips @ - http://sqlandsiva.blogspot.com - Ranked 37th in Top 90 Data Science Blogs, Websites & Influencers in 2021 - (https://blog.feedspot.com/data_science_blogs/)