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chiragbharambe/README.md

Chirag Bharambe

๐Ÿ“ซ Contact: [email protected]

Personal Website LinkedIn

About Me

I like to dive deep into whatever topic I'm working on, always striving to understand the intricacies and nuances of each project.

Projects

Current Focus

๐Ÿš€ Production AI

  • Exploring and implementing AI solutions in production environments

Previous Achievement

โšก Personal Website Optimization

  • Achieved a load time of under 100ms for my personal site

All Projects

๐Ÿ“Š Data Science

๐Ÿ“„ Data Extraction Pipeline

  • Developing a Python-based program to analyze PDFs and extract questions
  • Utilizing various image and PDF libraries for efficient data extraction
  • Implementing advanced text analysis techniques for accurate question identification

๐Ÿ™๏ธ Cost of Living - Predictive Analytics

  • Conducted comprehensive descriptive and predictive analytics on 5000+ cities using RapidMiner
  • Analyzed 50+ columns of data to identify key factors influencing cost of living
  • Developed predictive models to forecast future trends in urban living expenses

๐Ÿ–ฅ๏ธ Linux/Server

๐Ÿ’พ Remote Storage Optimization

  • Creating a secure program to optimize video and PDF files locally and remotely
  • Implementing video compression techniques; PDF optimization in progress
  • Utilizing Syncthing for secure file synchronization without exposing ports

๐Ÿ”ง Server Stack

  • Implemented a local server stack to replace Google and MS services
  • Integrated Nextcloud for file storage, Searx for private searches, and ITtools for productivity
  • Optimized for performance and security in a home server environment

๐Ÿ“Š Server Monitoring

  • Utilizing btop for real-time system resource monitoring
  • Implemented Cockpit for web-based server management
  • Secured remote access through Tailscale VPN

๐ŸŒ Network Management

  • Implemented Tailscale for efficient IP management and secure networking
  • Developed custom scripts for ad/malware blocking at the network level
  • Created a DDNS solution with custom scripting and cron jobs for automatic updates

๐Ÿค– AI

๐Ÿง  Local AI Stack

  • Integrating Ollama and Invoke AI into a comprehensive local AI ecosystem
  • Developing programs to seamlessly incorporate AI capabilities into various desktop applications
  • Optimizing performance for resource-efficient AI operations on local hardware

๐Ÿ“ Custom Modelfiles

  • Crafted custom Ollama modelfiles for tailored AI outputs
  • Experimenting with prompt engineering to enhance model responses
  • Fine-tuning models for specific use-cases and improved accuracy

๐ŸŽฎ Path Navigation AI

  • Developed a machine learning project using neuroevolution algorithms
  • Created multiple levels of increasing complexity for tank navigation challenges
  • Implemented a scoring system to evaluate AI performance in obstacle avoidance and path finding

๐ŸŒ Website

๐ŸŽจ Hugo - Minimal Alpha

  • Designed an extremely minimal yet feature-complete Hugo theme
  • Implemented dynamic layouts for versatile content presentation
  • Achieved full functionality in under 200 lines of code, emphasizing efficiency and simplicity

Professional Experience

Freelance Consultant (Sept 2019 - Aug 2021)

Mira-Bhayander, India

  • Digital Management & Marketing

    • Led digital transformation initiatives, resulting in a 200% increase in customer base
    • Optimized online profiles, boosting SEO and traffic
    • Implemented targeted campaigns to drive customer acquisition
  • Operational Management

    • Matched vendor needs with resources for efficient project execution
    • Created engaging marketing content to enhance brand awareness
  • Math Tutoring

    • Developed tailored curricula to meet individual student needs
    • Customized teaching methods to improve student performance

Education

Masters in Digital Management (2021-2023)

Hochschule Fresenius, Cologne

Bachelor of Engineering in Computer Science (2015-2019)

MCT's RGIT, Mumbai University, Versova, Mumbai
Publication: Designing a Neural Network to Train a Bot to Traverse Through an Arbitrary Course. ISSN(e): 2321-2063, Volume 7, Issue 7


Python Linux Hugo Docker Git Shell Nginx Data Science Generative AI

Pinned Loading

  1. Cost_of_Living Cost_of_Living Public

  2. Path_Navigation_AI Path_Navigation_AI Public

    Proof of concept for a self driving car in form of a game demo

    C#

  3. AI_Applications AI_Applications Public

    Creating chatgpt like system, but it runs locally. RAG and Document loading

  4. linuxserver linuxserver Public

    My Nextcloud server setup

  5. Nvenchevc Nvenchevc Public

    Bulk video processing.

    Shell

  6. Archlinux Archlinux Public

    Shell