Applied Gen AI for Analytics, Data Science & Business

Analytics and decision sciences professional, hands-on since the mid-90s - starting as a student, never hit pause. Tools evolve, methods shift, but diving into data is still a thrill.

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Analytics is both passion and profession.Deep experience in advanced analytics, machine learning, and digital deployment for small businesses. Now focused on LLMs and GenAI-driven applications.

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For over 25 years, I've worked in the trenches of analytics and data science to deliver incremental bottom-line results ($23M+ tracked and signed-off).

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My work is direct hands-on execution. I write the code, build the models, setup the automations and create the tools that drive financial impact.

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After years at large corporations my focus now is on building practical AI solutions for small and medium businesses.

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𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 I built and maintain a suite of 25+ open-source AI micro-apps - database AI, Text-to-SQL, advanced reasoning, automations, web scrapers, report generators. These are not theoretical - these are live tools I deploy as practical solutions for clients.
𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻𝘀 & 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝗹 𝗗𝗲𝘀𝗶𝗴𝗻: I design and execute end-to-end workflows for campaigns and measurements.
𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Across Excel, SAS, VBA, Python, Databases & Web Scraping. AI enabled and otherwise
𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝘀: Advanced analytics and ML model builds supporting customer acquisition and retention.
𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗔𝗜 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: Integrating LLMs with custom APIs (FastAPI) and databases (Postgres, MySQL, Neon, Supabase) and custom frontend (React / Next.js). Deployed on Vercel as well as on private, self-hosted servers (Hetzner/ Coolify).

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𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞: Python, SQL, SAS
𝐂𝐨𝐫𝐞 𝐓𝐨𝐨𝐥𝐬: Colab, Cursor, xlwings Lite, Jupyter-Mito AI, Flowise, n8n
𝗗𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀: Power BI, Looker, Custom builds (Excel/ HTML-JS/ React)
𝗔𝗜 / 𝗟𝗟𝗠 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀 : Across all tools / API calls / FastAPI
𝗗𝗼𝗺𝗮𝗶𝗻𝘀: Financial Services (Cards, Personal Loans), SMBs
𝗚𝗲𝗼𝗴𝗿𝗮𝗽𝗵𝘆: India, Singapore, USA, UAE

 

Chartered Accountant and Cost & Management Accountant.
CA (1998) – Inter & Final in first attempt (both groups taken together), with an All India Rank of 10 in Inter.

 

Links:
▸ Detailed profile: LinkedIn
▸ Live Analytics Micro-Apps (Free): https://app.tigzig.com
▸ Personal site: https://amarharolikar.com