Backend Engineer with 2 years of experience building scalable microservices and REST APIs using Java and Spring Boot.

Atharva Malji  • Peerlist

💡 IdeaGenie – AI-Powered Innovation Idea Evaluation Agent Built during the Luddy Hacks 2025 Hackathon (Case 1) and awarded 2nd Place, IdeaGenie is an AI agent that automates the evaluation and prioritization of innovation ideas submitted through enterprise platforms like ServiceNow. 🔍 Project Overview: IdeaGenie simulates expert-level decision-making using the ReAct (Reasoning + Action) framework and LLMs. It assesses each idea on the basis of ROI, implementation effort, strategic alignment, and historical context, then generates a ranked list with reasoning. 🧠 Key Features: • Two-phase ReAct-style reasoning engine with planning and execution stages • LLM-powered evaluation pipeline using LangChain + Ollama • Vector similarity search using FAISS for retrieving relevant past ideas • Composite scoring system with justifications, parsed and logged • Mock dataset generation and real-time user constraint simulation • Final ranked output as structured JSON — ready for dashboard visualization 🛠 Tech Stack: Python, LangChain, Ollama, FAISS, Flask, React (frontend), JSON, Git 🎯 Key Skills Applied: LLMs | LangChain | ReAct Framework | Vector Databases | FAISS | Flask APIs | Python | AI Reasoning | Chain-of-Thought Prompting | Explainable AI | Software Architecture

IdeaGenie | Python, LangChain, FAISS, Flask |

Built this demo as a one-off showcase of the functionality that I was integrating in my Trello Clone.

DND (Drag & Drop) Demo using DND kit

A web application that showcases my frontend prowess. The application uses Reactjs in the frontend and TailwindCSS and FramerMotion for UI.

Countries Information Web Application

A showcase of our novel research on extracting and gaining insights on movie emotions based on their subtitles.