Here is a quick introduction of me!!

• 👁️‍🗨️ Click & Practice myliveProject: Reinforcement Learning for Self-driving Vehicles, & have a journey through different practical Reinforcement Learning concepts with awesome liveBook & liveVideo resources. Be seeing you there!!
• 💼 Professionally Working On: i.) Software Engineering in Computer Vision; ii.) Transformer models on time-series data
• 📊 Presentations & Conferences: Couchbase Connect.ONLINE(2020), ICTAI(IEEE 2019), CCCI 2021(Best Paper Award), AAAI 2022 SDU, Touché IR Workshop(CLEF 2022)
• 💻 Personally Working On: Multi-Agent Reinforcement Learning for Sparse Reward Use-cases(Thesis with InES, University of Mannheim), Cute Research Projects onarana-initiaves
• ⛳ Currently Learning: Transformer architectures, MARL System Design
• 📚 Currently Reading: Research Papers on CV, Transformers, RL, MARLS
• 📬 Reach Me Via: Email and LinkedIn Only
• 🧮 Important Life Rule: (1.01)³⁶⁵- (0.99)³⁶⁵ !!

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1. cautious-integration-analysiscautious-integration-analysisPublic

   Some dissection analysis of integration of multiple tools

   Jupyter Notebook 4 2

2. prototyping-self-driving-agentsprototyping-self-driving-agentsPublic

   This repository contains python code notebooks for the Manning liveProject: Prototyping self-driving agents in OpenAI Gym with Reinforcement Learning

   Jupyter Notebook 5 3

3. analyzing-cooperative-marlsanalyzing-cooperative-marlsPublic

   This repository contains implementations for reward shaping based governance kernel layer experiments

   Jupyter Notebook 1

4. arana-initiatives/agro-point-cloud-seg-pipelinearana-initiatives/agro-point-cloud-seg-pipelinePublic

   This repository contains experimentation for the IE 694's AI in agriculture portfolio.

   Jupyter Notebook