📫 Contact: [email protected]

I like to dive deep into whatever topic I'm working on, always striving to understand the intricacies and nuances of each project. With 12 years as a Linux enthusiast and hands-on experience managing personal infrastructure, I bring a strong foundation in systems and technology.

🚀 Production AI

• Exploring and implementing AI solutions in production environments

⚡ Personal Website Optimization

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

• 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

• 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

🐧 Systems & Infrastructure

• Personal Server Administration (1.5 years)
• 12+ years of Linux ecosystem expertise
• Self-hosted infrastructure experimentation and management
• 8 years of archlinux

• 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

• 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

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

• 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

• 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

• 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

• 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

• 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

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

Hochschule Fresenius, Cologne

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