Aaron M. Status: Offline
Los Angeles,ย United States
100% Job Success
Expert-Vetted

Specialist in AI / ML Prototyping: 'Expert-Vetted' in Data Science

๐—œ'๐˜ƒ๐—ฒ ๐—›๐—ฒ๐—น๐—ฝ๐—ฒ๐—ฑ ๐——๐—ผ๐˜‡๐—ฒ๐—ป๐˜€ ๐—ผ๐—ณ ๐—–๐—น๐—ถ๐—ฒ๐—ป๐˜๐˜€ Develop AI / ML Prototypes. ๐Ÿค– Each one ๐—”๐—ป๐˜€๐˜„๐—ฒ๐—ฟ๐˜€ ๐—ฎ ๐—ž๐—ฒ๐˜† ๐—•๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป: โShould we invest more money in data science?โž Expert-Vetted Badge: Top 1% on Upwork. Free intro call - invite me! We will co-develop a plan to apply AI / ML to your business or product. ๐Ÿ“ˆ ๐Ÿ‘‡ Learn More About Me ๐Ÿ‘‡ ----- ๐—ช๐—ต๐—ฎ๐˜ ๐— ๐—ฎ๐—ธ๐—ฒ๐˜€ ๐— ๐—ฒ ๐—จ๐—ป๐—ถ๐—พ๐˜‚๐—ฒ? ----- I've played many roles: ๐ž๐ฑ๐ž๐œ๐ฎ๐ญ๐ข๐ฏ๐ž, ๐ฉ๐ซ๐จ๐๐ฎ๐œ๐ญ ๐ฆ๐š๐ง๐š๐ ๐ž๐ซ, ๐ญ๐ž๐œ๐ก๐ง๐ข๐œ๐š๐ฅ ๐ฅ๐ž๐š๐, ๐œ๐จ๐ง๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐จ๐ซ, ๐—ถ๐—ป๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐—ผ๐—ฟ, and ๐œ๐จ๐ง๐ฌ๐ฎ๐ฅ๐ญ๐š๐ง๐ญ. These diverse perspectives allow me to: ๐ŸŸข Ask compelling questions ๐ŸŸข Listen with empathy for a stakeholder's role ๐ŸŸข Hone in on the most important product features, capabilities and insights. This ๐—บ๐—ถ๐˜… ๐—ผ๐—ณ ๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฎ๐—ป๐—ฑ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ / ๐—ฐ๐—ผ๐—บ๐—บ๐˜‚๐—ป๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€ helps me provide ๐—ฒ๐˜…๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฒ. ----- ๐—›๐—ผ๐˜„ ๐——๐—ผ๐—ฒ๐˜€ ๐—ฎ๐—ป ๐—˜๐—ป๐—ด๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—š๐—ผ? ----- We build in cycles: โ–ถ๏ธ We collaborate to set realistic goals. โคด๏ธ I build a little (or work with a team to build). ๐Ÿ” I let you know what I found; we restart. These cycles get larger over time, and stop when you know: "Should you invest more money in data science?" ----- ๐—›๐—ผ๐˜„ ๐— ๐˜‚๐—ฐ๐—ต ๐—ง๐—ถ๐—บ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ผ๐—ป๐—ฒ๐˜†? ----- Cycle โ€ƒ Billed Hours โ€ƒโ€ƒ Key Discussion ------- โ€ƒ ---------------โ€ƒโ€ƒ--------------------------- 1โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒ~5 - 10๓ € โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒWhat is the goal? 2โ€ƒ โ€ƒ โ€ƒโ€ƒ~10 - 30โ€ƒโ€ƒ โ€ƒ โ€ƒProduct tradeoffs 3โ€ƒโ€ƒ โ€ƒ โ€ƒ~15 - 40 โ€ƒโ€ƒโ€ƒโ€ƒHow do we deploy? 4+ โ€ƒ โ€ƒ โ€ƒ~20 - 60โ€ƒโ€ƒโ€ƒโ€ƒ Product tradeoffs The total project cost depends on: ๐ŸŸกWhat you already have in place ๐ŸŸกWho you already have working on it ๐ŸŸกWho else you need to bring in ----- ๐—ช๐—ต๐˜† ๐—ฆ๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐—ฌ๐—ผ๐˜‚ ๐—ง๐—ฟ๐˜‚๐˜€๐˜ ๐— ๐—ฒ? ----- I get great results for my clients, and they will tell you so! โ ๐™’๐™ค๐™ฌ. ๐˜ผ๐™–๐™ง๐™ค๐™ฃ ๐™ช๐™ฃ๐™™๐™š๐™ง๐™จ๐™ฉ๐™–๐™ฃ๐™™๐™จ ๐™–๐™ก๐™ก ๐™ฉ๐™–๐™จ๐™ ๐™จ ๐™—๐™š๐™›๐™ค๐™ง๐™š ๐™ฌ๐™š ๐™›๐™ž๐™ฃ๐™ž๐™จ๐™๐™š๐™™ ๐™ฉ๐™ค ๐™™๐™š๐™จ๐™˜๐™ง๐™ž๐™—๐™š ๐™ค๐™ช๐™ง ๐™ฃ๐™š๐™š๐™™๐™จ. ๐™ƒ๐™š ๐™ž๐™จ ๐™ซ๐™š๐™ง๐™ฎ ๐™ค๐™ฅ๐™š๐™ฃ ๐™ฉ๐™ค ๐™จ๐™ช๐™œ๐™œ๐™š๐™จ๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐™—๐™ช๐™ฉ ๐™–๐™ก๐™จ๐™ค ๐™๐™–๐™ซ๐™š ๐™œ๐™ง๐™š๐™–๐™ฉ ๐™จ๐™ ๐™ž๐™ก๐™ก๐™จ ๐™ž๐™ฃ ๐™˜๐™ค๐™ข๐™ข๐™ช๐™ฃ๐™ž๐™˜๐™–๐™ฉ๐™ž๐™ฃ๐™œ ๐™๐™ž๐™จ ๐™ค๐™ฌ๐™ฃ ๐™ž๐™™๐™š๐™–๐™จ. ๐™ƒ๐™ž๐™จ ๐™–๐™ฅ๐™ฅ๐™ง๐™ค๐™–๐™˜๐™ ๐™ž๐™จ ๐™ซ๐™š๐™ง๐™ฎ ๐™จ๐™ข๐™–๐™ง๐™ฉ, ๐™œ๐™ง๐™š๐™–๐™ฉ ๐™˜๐™ค๐™ข๐™ข๐™ช๐™ฃ๐™ž๐™˜๐™–๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐™–๐™ฃ๐™™ ๐™œ๐™ง๐™š๐™–๐™ฉ ๐™ฅ๐™ง๐™ค๐™™๐™ช๐™˜๐™ฉ ๐™ข๐™–๐™ฃ๐™–๐™œ๐™š๐™ข๐™š๐™ฃ๐™ฉ ๐™จ๐™ ๐™ž๐™ก๐™ก๐™จ. ๐˜ผ๐™จ๐™ ๐™จ ๐™œ๐™ค๐™ค๐™™ ๐™ฆ๐™ช๐™š๐™จ๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐™–๐™ฃ๐™™ ๐™˜๐™–๐™ฃ ๐™™๐™š๐™ก๐™ž๐™ซ๐™š๐™ง ๐™—๐™ช๐™จ๐™ž๐™ฃ๐™š๐™จ๐™จ ๐™ซ๐™–๐™ก๐™ช๐™š. ๐™๐™ค๐™ฅ ๐™ฅ๐™ง๐™ค๐™›๐™š๐™จ๐™จ๐™ž๐™ค๐™ฃ๐™–๐™ก! โž ๐Ÿ—ฃ ๐— ๐—ฎ๐˜๐—ฒ๐˜‚๐˜€๐˜‡ ๐—ž๐—น๐˜‚๐—ฝ๐—ฐ๐˜‡๐˜†๐—ป๐˜€๐—ธ๐—ถ, CEO of Curulis (50 person company; People Analytics space; Poland based). ๐Ÿ—ฃ I've also made a difference in full-time leadership roles: ๐Ÿ“ˆ ๐—ฉ๐—ฃ ๐—ผ๐—ณ ๐—ข๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐˜ ๐—”๐—•๐—จ๐—ฉ ๐— ๐—ฒ๐—ฑ๐—ถ๐—ฎ: Built a sales information system and a data-driven marketing investment platform. Developed executive dashboards and a KPI tracker. Resulted in reversing a negative trend and growing revenue +20% y/y. ๐Ÿ“ˆ ๐——๐—ถ๐—ฟ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐—ผ๐—ณ ๐——๐—ฎ๐˜๐—ฎ ๐—ฎ๐˜ ๐——๐—ฎ๐˜๐—ฎ๐—พ๐˜‚๐—ฒ๐˜€๐˜: Consolidated and rebuild trust in data. Built platform to analyze educational content, marketing effectiveness, and company KPI and KRIs. Resulted in growing revenue at +4% m/m. ----- ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—–๐—ฎ๐—ฝ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐—ถ๐—ฒ๐˜€? ----- I've been an expert technologist for 15+ years (and a technologist for 10 more)! I have a toolkit for every size of data. Here's a representative sample: โ–ช๏ธ Smallish: Excel, Tableau, Python / Anaconda, sklearn / pandas, MySQL โ—พ Bigger: Redshift, Athena, MongoDB, Neo4j, NLTK โ—ผ๏ธ Big: Hadoop + Spark ecosystem; AWS ecosystem, Java / Scala, MLlib I'm also familiar with tools that are not the right fit for prototyping. I'll help you find a faster and cheaper way: โŒ Tensor Flow, PyTorch ----- ๐—ช๐—ต๐˜† ๐——๐—ผ ๐—–๐—น๐—ถ๐—ฒ๐—ป๐˜๐˜€ ๐—Ÿ๐—ผ๐˜ƒ๐—ฒ ๐— ๐—ฒ? ----- I listen and I don't waste their money! โ ๐˜ผ๐™–๐™ง๐™ค๐™ฃ ๐™ž๐™จ ๐™š๐™ญ๐™˜๐™š๐™ฅ๐™ฉ๐™ž๐™ค๐™ฃ๐™–๐™ก. ๐™๐™ง๐™ค๐™ข ๐™จ๐™ฉ๐™–๐™ง๐™ฉ ๐™ฉ๐™ค ๐™›๐™ž๐™ฃ๐™ž๐™จ๐™, ๐™๐™š ๐™ฌ๐™–๐™จ ๐™จ๐™ค ๐™ฅ๐™ง๐™ค๐™›๐™š๐™จ๐™จ๐™ž๐™ค๐™ฃ๐™–๐™ก. ๐™ƒ๐™š ๐™ฌ๐™ค๐™ง๐™ ๐™š๐™™ ๐™๐™–๐™ง๐™™ ๐™ฉ๐™ค ๐™™๐™š๐™š๐™ฅ๐™ก๐™ฎ ๐™ช๐™ฃ๐™™๐™š๐™ง๐™จ๐™ฉ๐™–๐™ฃ๐™™ ๐™ข๐™ฎ ๐™œ๐™ค๐™–๐™ก๐™จ ๐™–๐™ฃ๐™™ ๐™ฃ๐™š๐™š๐™™๐™จ ๐™›๐™ค๐™ง ๐™ฉ๐™๐™š ๐™ฅ๐™ง๐™ค๐™Ÿ๐™š๐™˜๐™ฉ, ๐™–๐™ฃ๐™™ ๐™๐™š ๐™ฌ๐™–๐™จ ๐™˜๐™–๐™ง๐™š๐™›๐™ช๐™ก ๐™ฉ๐™ค ๐™–๐™ง๐™ฉ๐™ž๐™˜๐™ช๐™ก๐™–๐™ฉ๐™š ๐™ฉ๐™๐™š๐™ข ๐™—๐™–๐™˜๐™  ๐™ฉ๐™ค ๐™ข๐™–๐™ ๐™š ๐™จ๐™ช๐™ง๐™š ๐™ฌ๐™š ๐™ฌ๐™š๐™ง๐™š ๐™–๐™ก๐™ž๐™œ๐™ฃ๐™š๐™™. ๐™ƒ๐™š ๐™ฌ๐™–๐™จ ๐™ž๐™ฃ ๐™˜๐™ค๐™ฃ๐™จ๐™ฉ๐™–๐™ฃ๐™ฉ ๐™˜๐™ค๐™ข๐™ข๐™ช๐™ฃ๐™ž๐™˜๐™–๐™ฉ๐™ž๐™ค๐™ฃ ๐™ฌ๐™ž๐™ฉ๐™ ๐™ข๐™š ๐™–๐™จ ๐™๐™š ๐™ฌ๐™–๐™จ ๐™ฌ๐™ค๐™ง๐™ ๐™ž๐™ฃ๐™œ, ๐™–๐™ฃ๐™™ ๐™ฌ๐™๐™š๐™ฃ ๐™ฌ๐™š ๐™๐™ž๐™ฉ ๐™ฅ๐™ค๐™ž๐™ฃ๐™ฉ๐™จ ๐™ฌ๐™๐™š๐™ง๐™š ๐™Ÿ๐™ช๐™™๐™œ๐™š๐™ข๐™š๐™ฃ๐™ฉ ๐™˜๐™–๐™ก๐™ก๐™จ ๐™ฃ๐™š๐™š๐™™๐™š๐™™ ๐™ฉ๐™ค ๐™—๐™š ๐™ข๐™–๐™™๐™š, ๐™๐™š ๐™ฅ๐™ง๐™ค๐™ซ๐™ž๐™™๐™š๐™™ ๐™ข๐™ช๐™ก๐™ฉ๐™ž๐™ฅ๐™ก๐™š ๐™ง๐™š๐™˜๐™ค๐™ข๐™ข๐™š๐™ฃ๐™™๐™–๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐™–๐™ฃ๐™™ ๐™ง๐™š๐™–๐™จ๐™ค๐™ฃ๐™จ ๐™›๐™ค๐™ง ๐™š๐™–๐™˜๐™. ๐™๐™๐™š ๐™š๐™ฃ๐™™ ๐™ง๐™š๐™จ๐™ช๐™ก๐™ฉ ๐™ž๐™จ ๐™– ๐™จ๐™ค๐™ก๐™ช๐™ฉ๐™ž๐™ค๐™ฃ ๐™ฉ๐™๐™–๐™ฉ ๐™„ ๐™–๐™ข ๐™จ๐™ค ๐™ฉ๐™๐™ง๐™ž๐™ก๐™ก๐™š๐™™ ๐™ฌ๐™ž๐™ฉ๐™! ๐™„ ๐™˜๐™–๐™ฃ'๐™ฉ ๐™ง๐™š๐™˜๐™ค๐™ข๐™ข๐™š๐™ฃ๐™™ ๐˜ผ๐™–๐™ง๐™ค๐™ฃ ๐™๐™ž๐™œ๐™๐™ก๐™ฎ ๐™š๐™ฃ๐™ค๐™ช๐™œ๐™! โž ๐Ÿ—ฃ ๐—”๐—ฝ๐—ฟ๐—ถ๐—น ๐—ฆ๐—ฒ๐—ถ๐—ณ๐—ฒ๐—ฟ๐˜, Founder of Decision Analytics (Consumer Analytics space; USA based) ๐Ÿ—ฃ ----- ๐—ก๐—ฒ๐˜…๐˜ ๐—ฆ๐˜๐—ฒ๐—ฝ๐˜€ ----- ๐Ÿ“ž Invite me to your job on Upwork! Thanks, Aaron Merlob
Work history

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Skills

Skills

  • Statistics
  • Microsoft Excel
  • Data Analysis
  • Data Interpretation
  • Data Science
  • Database
  • Data Science Consultation
  • Data Analytics & Visualization Software
  • Management Consulting
  • Data Mining
  • Artificial Intelligence

Get started working with Aaron quickly with these predefined projects.

Get started working with Aaron quickly with these predefined projects.

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