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RL-Powered Automated Healthcare Assistant
RL-Powered Automated Healthcare Assistant
Meta PyTorch OpenEnv Hackathon 2026 | Scalar School of Technology
Solo Project (Ankit)
April 8 - 12, 2026
Source Code: https://github.com/ankit485803/RL-Powered-Automated-HealthcareAssistant
• Built an RL-based clinical triage system to decide whether to escalate or respond to patient queries; designed a reward function based on safety, quality, and efficiency; created a 15-case dataset with severity labels; implemented tasks for emergency detection, severity classification, and response generation.
• Deployed using FastAPI and Docker on Hugging Face Spaces.
• Frameworks/Skills: Python, PyTorch, Reinforcement Learning (PPO/GRPO), OpenEnv, FastAPI, Docker, Hugging Face Spaces, OpenAI API
• Learning: RL environment design, reward engineering, agent decision-making, LLM integration, API deployment, containerization, and end-to-end AI system building
ResearchKart – Full-Stack Academic Research Mentorship Platform
Role: Co-Founder & CTO
Stage: Initial phase (Startups)
Live: https://researchkart.in
Repository: bikesh1930/ResearchKart, github.com/OfficialResearchKart
Tech Stack (MERN): React, Tailwind CSS, Framer Motion, Suberbase
ResearchKart – Full-Stack Academic Research Mentorship Platform
Role: Co-Founder & CTO
Stage: Initial phase (Startups)
Live: https://researchkart.in
Repository: bikesh1930/ResearchKart, github.com/OfficialResearchKart
Tech Stack (MERN): React, Tailwind CSS, Framer Motion, Suberbase
Designed and developed a full-stack platform that supports PhD scholars throughout their research journey—from ideation to thesis completion. Led the technical architecture, backend integration, and deployment. Implemented secure authentication, structured workflows, and real-time mentorship features. Also managed production deployment on Hostinger with a custom domain and optimized performance for scalability.
ChatCoder’s Haven — Multilingual Online Compiler with Integrated AI Chatbot
ChatCoder’s Haven — Multilingual Online Compiler with Integrated AI Chatbot
Tech Stack: HTML, CSS, JS, MERN, Bootstrap
Repo: github.com/ankit485803/ChatCoder-s-Haven_IITP
Video Demo Available: https://youtu.be/uFer2uBu6SI?si=g6kGLdnluauYpuva
Built a feature-rich web-based coding platform supporting Python, C++, and Java, dark/light themes, and an AI-powered chatbot to assist users with code explanations and debugging guidance.
PraveshCampusPlacement_IITP – Campus Placement Automation System
PraveshCampusPlacement_IITP – Campus Placement Automation System
Repository Codebase: github.com/ankit485803/PraveshCampusPlacement_IITP
Tech Stack: React, Node.js, Express.js, MySQL, JWT
A lightweight full-stack system built to streamline and automate the campus placement process. Includes login, job management, and application-tracking workflows for smooth interaction between students, recruiters, and placement officers.
Features
Secure authentication using JWT and bcrypt
Job posting module with form-based input and validation
Student dashboard to view and apply for job openings
Recruiter interface to post and manage job listings
Placement officer panel for managing applications and round-wise results
REST API backend with Express + MySQL
Frontend built with React, Axios, and React Router
Page updated
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