Headline

Junior Developer integrating AI and data solutions at Flipick

About

At Flipick Pvt Ltd, I work on building and shipping Generative AI systems that are accurate, fast, and production-ready. My focus is on Agentic RAG systems and LLMOps. 🚀 Key Highlights: RagBot: Worked on a Multimodal RAG system using LangChain, LangGraph, and Milvus. Implemented a Supervisor Agent for query routing across text and image embeddings, contributing to a 75% reduction in response times. CourseBot: Contributed to Python/Flask microservices automating video rendering and content pipelines deployed on AWS. MCP Agents: Built multimodal agentic workflows using Model Context Protocol, Google ADK, and Vertex AI on GCP. 🛠 Technical Toolkit: Python (Flask/FastAPI), AWS, GCP, React, LangChain, LangGraph (Agentic Workflows), Milvus (Vector Search), Vertex AI, Google ADK, and OpenAI/Gemini APIs.

Location

Pune City

Work experience

Junior Developer at Flipick, Nov 2024 - Present · 1 yr 9 mos, Pune District, Junior Developer with hands-on experience in Retrieval-Augmented Generation (RAG) systems, vector search, and LLM integration, building production-ready AI solutions on AWS and GCP. Contributed to RagBot, a Multimodal RAG system built with LangChain, LangGraph, and Milvus. Implemented a Supervisor Agent for autonomous query routing across text and image embeddings, reducing response times by 75%. Built agentic workflows using Model Context Protocol (MCP) and Google ADK, enabling grounded, citation-aware multi-agent systems deployed on GCP and Vertex AI. Developed AI-powered enrichment pipelines processing PDFs, videos, and YouTube transcripts at scale using Gemini APIs and vector embeddings. Contributed to CourseBot — Python/Flask microservices automating video rendering and content pipelines with seamless AWS deployment. Built streaming APIs and RAG enforcement logic to prevent hallucinations, with citation extraction deep-linking back to source documents. Developed React frontends integrating AI capabilities into user-facing products and automation pipelines connecting OpenAI, Google, and Mailchimp APIs. Additionally contributed to intelligent content automation workflows by integrating AI with third-party platforms, streamlining tasks like video rendering and editor-ready content generation.

Data analytics intern at Stair uptech technologies, Jun 2023 - Dec 2023 · 7 mos, Kolhapur, Maharashtra, India, Performed in-depth analysis of big data to identify Developed actionable insights and recommendations that resulted in a 25% increase in customer retention . Designed and implemented custom software solutions using Python, SQL, and Java and web design to create a project called a ‘smrt- bank resulting in a 50% reduction in manual effort and decreases the paper work; Created a comprehensive dashboard by integrating multiple data sources to provide better data accessibility and visibility for higher authority. By integrating data from existing and new dataset to understand the growth of the product.

Data analytics intern at Oasis Infobyte, Apr 2023 - May 2023 · 2 mos, Remote

Education

Bachelor of Technology, DATA SCIENCE, G.H. Raisoni Societys, College of Engineering and Management,Pune

HSC, SCIENCE, sanjay ghodawat institute