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MILAN FINE

AI Dev @ Wingify | Ex - Data Scientist @ AB InBev GCC India | Engineering, IT

Greater Bengaluru Area

2+ years of work experience

Wingify
Nov 20258 mosPresent

Bengaluru, Karnataka, India

– Developed AI-powered conversational support systems using FastAPI, LangChain, LangGraph, OpenAI GPT-4.1, and Slack SDK, enabling real-time knowledge retrieval and automated assistance for VWO Feature Management & Experimentation (FME). – Built scalable RAG-based pipelines integrating embeddings, semantic search, internal documentation, GitHub repositories, and knowledge bases to improve contextual response accuracy for support workflows. – Engineered a conversational analytics platform using Google Vertex AI Gemini, BigQuery, Plotly, and FastAPI to convert natural language queries into SQL-driven business insights and visualizations. – Designed AI-driven log summarization services leveraging Google Gemini to automatically analyze SDK debug logs, detect error patterns, and generate concise support-ready summaries for engineering teams. – Developed automated reporting pipelines using BigQuery, LangChain, OpenAI, and APScheduler to generate weekly/monthly funnel analytics reports with AI-generated narratives, insights, and action items delivered via HTML email workflows.
AB InBev GCC India
Feb 20255 mosJun 2025

Bengaluru, Karnataka, India

Independently developed a GenAI-powered Explainability Bot (a component of OptiGuide) using LangGraph and LangChain that analyzed structured Excel outputs and provided planners with natural language explanations for optimizer decisions, enhancing transparency and reducing manual effort. Worked on optimizing same-day (D0) deployment logistics for the Germany market, combining operations research, data analytics, and AI to improve supply chain efficiency. Designed and implemented a PuLP-based optimization model that flagged risky shipments, suggested SKU swap-ins, and maximized key load-level KPIs like weight utilization, leading to cost and time savings.
BMSCE Alumni Network
Apr 20221 yr 7 mosOct 2023

Bengaluru, Karnataka, India

Nbyula - Skillizens without Borders
Mar 20236 mosAug 2023

Bengaluru, Karnataka, India

Center for Innovation Incubation and Entrepreneurship (CIIE) -BMSCE
Mar 20221 yr 1 moMar 2023

Bengaluru, Karnataka, India

MILAN’s AI Stack

langchain
langchain
langgraph
langgraph
ollama
ollama
openai
openai

Education

B. M. S. College of Engineering

Bachelor of Engineering - BE, Information Technology

B. M. S. College of Engineering

20214 yrs2025

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Headline

AI Dev @ Wingify | Ex - Data Scientist @ AB InBev GCC India | Engineering, IT

About

Results-driven AI and Software Engineer with hands-on experience in building scalable GenAI, conversational AI, analytics, and automation platforms using LLMs, FastAPI, LangChain, LangGraph, Vertex AI, BigQuery, and cloud-native technologies. Strong foundation in Information Science Engineering with expertise in full-stack development, data-driven systems, and AI-powered workflow automation. Proven ability to independently design and deliver production-grade solutions while collaborating effectively with cross-functional teams to solve complex business problems. Skilled in developing intelligent RAG systems, AI agents, natural language analytics platforms, and automated reporting solutions aligned with business and customer needs. Strong communication, problem-solving, and leadership abilities with a passion for continuous learning, innovation, and building impactful AI products.

Location

Greater Bengaluru Area

AI stack

langchain

langgraph

ollama

openai

Work experience

AI Developer Intern at Wingify, Nov 2025 - Present · 8 mos, Bengaluru, Karnataka, India, – Developed AI-powered conversational support systems using FastAPI, LangChain, LangGraph, OpenAI GPT-4.1, and Slack SDK, enabling real-time knowledge retrieval and automated assistance for VWO Feature Management & Experimentation (FME). – Built scalable RAG-based pipelines integrating embeddings, semantic search, internal documentation, GitHub repositories, and knowledge bases to improve contextual response accuracy for support workflows. – Engineered a conversational analytics platform using Google Vertex AI Gemini, BigQuery, Plotly, and FastAPI to convert natural language queries into SQL-driven business insights and visualizations. – Designed AI-driven log summarization services leveraging Google Gemini to automatically analyze SDK debug logs, detect error patterns, and generate concise support-ready summaries for engineering teams. – Developed automated reporting pipelines using BigQuery, LangChain, OpenAI, and APScheduler to generate weekly/monthly funnel analytics reports with AI-generated narratives, insights, and action items delivered via HTML email workflows.

Data Scientist at AB InBev GCC India, Feb 2025 - Jun 2025 · 5 mos, Bengaluru, Karnataka, India, Independently developed a GenAI-powered Explainability Bot (a component of OptiGuide) using LangGraph and LangChain that analyzed structured Excel outputs and provided planners with natural language explanations for optimizer decisions, enhancing transparency and reducing manual effort. Worked on optimizing same-day (D0) deployment logistics for the Germany market, combining operations research, data analytics, and AI to improve supply chain efficiency. Designed and implemented a PuLP-based optimization model that flagged risky shipments, suggested SKU swap-ins, and maximized key load-level KPIs like weight utilization, leading to cost and time savings.

Alumni Relations Coordinator at BMSCE Alumni Network, Apr 2022 - Oct 2023 · 1 yr 7 mos, Bengaluru, Karnataka, India

Campus Entrepreneur at Nbyula - Skillizens without Borders, Mar 2023 - Aug 2023 · 6 mos, Bengaluru, Karnataka, India

Graphic Designer at Center for Innovation Incubation and Entrepreneurship (CIIE) -BMSCE, Mar 2022 - Mar 2023 · 1 yr 1 mo, Bengaluru, Karnataka, India

Education

Bachelor of Engineering - BE, Information Technology, B. M. S. College of Engineering