Sundeep Teki
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I consult Tech leaders & Companies on AI Strategy & Product


​​I have advised global clients from US, UK, EU, India on:
  • AI & Data Science team building strategy
  • ​AI Product development and strategy
  • Data strategy for building AI capabilities
  • AI team development and upskilling ​
  • AI transformation roadmap 
  • AI infrastructure roadmap for startups ​ 

I coach Tech professionals to crack AI, ML, Data Science jobs in US Big Tech


​​My clients have received AI, ML and Data Science jobs in the US from:​
  • Apple
  • Meta
  • Amazon
  • LinkedIn
  • Twitter
  • ​Databricks​
​
AI: Career advice
  • ​What does the future of AI look like? 
  • Advice for people looking for Data Science Jobs now 
  • Q&A on Careers in AI (Industry Insiders for UCL Alumni) [Video] 
  • AI in India (Industry Insiders for UCL Alumni) [Video] 
  • Careers in AI [Video]
  • AI Career Advice - Part 1 [Video]
  • AI Career Advice - Part 2 [Video]
  • Advice for people who want to do research in AI​

AI: Interview preparation
  • ​How much Mathematics is required for Data Science and how do I prepare? 
  • How do I prepare for Machine Learning Engineer job interviews? 
  • How do I crack data science interviews, and should I learn DSA for the same?
  • Robinhood Machine Learning System Design Mock Interview [Video] 
  • Amazon Deep Learning Mock Interview [Video]
​
AI: Career FAQs
  • How Data Science helps Businesses? 
  • ​​How to conduct innovative, applied AI research? [Video]
  • How has the field of AI evolved? [Video] ​
  • How crucial is starting early in data science?​​​​​​​

I create expert content on AI Strategy & Product


  AI: Leadership & Best Practices
  • How to Automate MLOps? [New]
  • Data Engineer vs Data Scientist 
  • Top 10 MLOps tools 
  • Developing AI/ML Projects for Business - Best Practices     
  • Building AI/ML products [video]                   
  • How to build AI Teams that Deliver?                                                                  
  • Why Corporate AI Projects Fail? Part 1                                   
  • Why Corporate AI Projects Fail? Part 2
  • How to hire Data Science teams?
  • ​​Benefits of FAANG companies for Data Science & ML roles
  • ML Engineer vs Data Scientist
  • Best Practices for Improving Machine Learning Models
  • The Case for Reproducible Data Science
  • Reskilling India for an AI-First Economy

​   AI: Data & Governance
  • Data Preparation Steps for Data Engineers 
  • Why is a Strong Data Culture Important to your Business 
  • How Big Tech Companies Define Business Metrics 
  • What are Best Practices for Data Governance? 
  • Choosing a Data Governance Framework for your Organization
  • Why Data Democratization is important to your business?
  • How to ensure Data Quality through Governance
  • The Metric Layer and how it fits into the Modern Data Stack
  • How to Generate Synthetic Data for Machine Learning Projects​
  • Understanding and Measuring Data Quality
  • Surefire Ways to Identify Data Drift 
  • ​​Data Labeling and Relabeling in Data Science                                                      
  • Data Labeling: The Unsung Hero Combating Data Drift

​  AI: Use cases
  • Federated Machine Learning for Healthcare 
  • AI & Web3 
  • What are Fake Reviews? 
  • Knowledge Distillation: Principles, Algorithms & Applications                
  • TLDR: AI for Text Summarization & Generation of TLDRs   
  • Covid or just a Cough? AI for Detecting Covid-19 from Cough Sounds 
  • ​Fact-checking Covid-19 Fake News                                            
  • AI-enabled Conversations with Analytics Tables​

​  Team development
  • How to Manage Stakeholders Effectively?
  • ​Effective Communication between Scientists and Non-scientists
  • How to Improve Retention in Engineering Teams?
  • Team Development Tips for Engineering and Product Leaders
  • Five 5-minute Team-Building Activities for Remote Teams

​Misc
  • When is the right time to migrate to Kubernetes?
  • AWS Redshift Pricing Guide
  • AWS Lambda Pricing and Optimisation Guide​
  • Using Bash to Read Files​

👉 Contact for AI consulting

​© 2023 | SUNDEEP TEKI
  • About
    • Talks
    • Media
    • News
  • Consulting
  • Coaching
    • Testimonials
    • Course
  • Blog
  • AI
  • Neuroscience
    • Speech
    • Time
    • Memory
  • Papers
  • Contact