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Chirag Bharambe

📫 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

🚀 Production AI

  • Exploring and implementing AI solutions in production environments

Previous Achievement

Personal Website Optimization

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

All Projects

📊 Data Science

📄 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

🏙️ 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

🖥️ Linux/Server

💾 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

🔧 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

📊 Server Monitoring

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

🌐 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

🤖 AI

🧠 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

📝 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

🎮 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

🌐 Website

🎨 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 (Mar 2020 - 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

GATE CSE Qualification (2020)

Qualified in the Graduate Aptitude Test in Engineering for Computer Science

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

Chirag Bharambe's Projects

ai_applications icon ai_applications

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

imagefolder_cleaner icon imagefolder_cleaner

Bulk Image Processing. Particularly useful in cleaning up useless files from bulk image recovery.

llm_applications icon llm_applications

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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