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MITS
Frontend Developer
June 24, 2026 – Present
QdrantRAG
November 28, 2025 – December 9, 2025
MedSage is a multimodal healthcare assistant that combines LLMs, vector search, and real-time reasoning to deliver fast, reliable medical insights. It supports symptom analysis, medical document Q&A, universal file RAG, multilingual interactions, and emergency SOS with live location.
View Projectmahabharatha-ai-server
October 14, 2025 – October 23, 2025
Backend API for a Mahabharata-focused chatbot. Retrieves knowledge from ChromaDB and answers user queries using Perplexity AI, providing structured responses with lessons, character details, and follow-up questions. Built with FastAPI. repo descrioption
View Projectsih-iot-agrihills-frontend
September 26, 2025 – Present
This project demonstrates a smart agriculture solution designed for hilly regions like Jorethang, South Sikkim, addressing water scarcity and inefficient traditional irrigation – Saving Water, Securing Harvests, Empowering Farmers
View Projectbible-gpt-ui
August 23, 2025 – August 23, 2025
React-powered frontend for BibleWise, built with Lucide-React and Bootstrap, delivering a gold-themed biblical Q&A interface. Features speech-to-text, text-to-speech, six initial suggested questions, and three follow-up questions per response.
View Projectbible-gpt-backend
August 23, 2025 – August 23, 2025
A FastAPI backend for BibleWise, implementing RAG with ChromaDB for scripture retrieval and Perplexity AI for generating concise biblical answers with highlighted verses. Built with Python, FastAPI, and ChromaDB for efficient biblical Q&A.
View Projectmits-attendance-api
August 5, 2025 – August 5, 2025
FastAPI backend for scraping MITS student attendance and sending formatted email reports
View Projecthealthmate-ai-voice-agent-frontend
July 28, 2025 – August 3, 2025
HealthMate is an AI-powered voice agent that helps users get clear, reliable answers to health-related questions in real time. It combines FastAPI, AssemblyAI, and React with Retrieval-Augmented Generation (RAG) and VectorDB Cloud (Native) for fast and relevant responses.
View Projecthealthmate-ai-voice-agent-backend
July 28, 2025 – August 3, 2025
HealthMate is an AI-powered voice agent that helps users get clear, reliable answers to health-related questions in real time. It combines FastAPI, AssemblyAI, and React with Retrieval-Augmented Generation (RAG) and VectorDB Cloud (Native) for fast and relevant responses.
View Projectmits-chome-extension
May 23, 2025 – May 23, 2025
MITS Attendance Tracker is a smart Chrome extension made just for MITS students! 📊 No more wasting time on manual attendance checks—this tool gives you instant insights and clear analytics to track your academic performance with ease.
View ProjectManojkumar2806
October 9, 2024 – Present
I am Manoj Kumar Pendem, a Full Stack & Data Science enthusiast. I build impactful projects, explore emerging technologies, and actively participate in hackathons, meetups, and tech summits.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal initiatives and hackathon-style solutions, indicating a proactive and self-driven individual. However, the 'experienceLevel' is 0, and the only listed experience is a current role starting in the future (2026), which suggests a lack of professional work experience. This might impact cultural fit in a structured corporate environment requiring established team collaboration and process adherence. The diversity of projects, including AI/ML and IoT, suggests a broad interest beyond just frontend, which could be a strength or a distraction depending on the specific team focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insights.