MUKESH PATEL
AI Solutions
Built of GPU and CPU based AI systems
Installed and built multiple open source LLMs models + customised models (AI agents) for specific knowledgebase.
Infrastructure Installation of private deep thinking Large Language Models (LLMs)
AI software development solutions
Effective use of orchestrated proprietary, open and closed source models to aid and automate software development cycles.
Large array of open source and closed source models used - based on use case strengths and cost of model usage / ownership
Self built 2 cost-optimal systems (3 NVidia GPUs + 64Gb RAM + 32 vCPU) from motherboard up, each with Ubuntu 24.04 Linux, CUDA + drivers. Each running Ollama, AnythingLLM, Opencode, OwnTeam (self written LLM orchestration tool).
Ollama & AnythingLLM - with external and internal MCP server access to enable agentic use.
opencode - locally installed for comprehensive backend development. Used with a wide range of LLMs.
n8n - locally installed and used for procedural activities including LLMs where required.
Comprehensive deep thinking stock back-testing system developed from scratch in co-ordination with multiple LLMs. Little core code and test code was hand-written.
AWS Infrastructure
AWS Migrations
Established full set of Dev/QA/UAT/Prod Environments
Supported end to end AWS and On-Prem VM and Containerised Services
AWS Cloudformation and Terraform
AWS Disaster Recovery
Disaster recovery cross AZ and cross Regional
Scripted to orchestrate AWS and On-premise environments.
On-Premise Solutions
Bespoke, scripted, highly customised solutions
Multi-Node Proxmox Virtualisation
VMWare ESXi Virtualisation
In-House AutoScaling
On-prem + Home Lab virtualisation supported with Terraform orchestration.
Unlimited, finely controlled vertical and horizontal scaling while optimising infrastructure costs using kubernetes/EKS/ECS/MicroK8s + more.
On-Prem + Home Lab VM and Containerised Services, highly scalable.
Custom built AI servers
Homelab built - from motherboard up - 2 comprehensive systems to enable the evaluation, and POC implementation of various AI solutions.
Included 3 NVidia GPUs (re-cycling from my mining farm) + 64Gb RAM + 32 vCPU
Each with Ubuntu 24.04 Linux, CUDA + drivers.
Each running Ollama, AnythingLLM, Opencode, OwnTeam (self written LLM orchestration tool) and more
Developer + Administrative Skills
While not the primary focus of my professional profile, I possess significant expertise in software development and systems administration. These skills complement my other professional abilities and provide a strong technical foundation for various projects and tasks.
Programming Languages:
I am proficient in multiple programming languages, allowing me to adapt to different development needs. I am always prepared to use whatever suitable tools are required to get the job done..
Bash scripting: For versatile and significant automation and system administration tasks
Python3: For backend application development.
C and C++: For system-level programming and performance-critical applications
SQL: Including Mysql, AWS Aurora, SQLite3, Sybase ASE, and SQL Server for database management and querying
Systems Administration
I have extensive experience in managing and maintaining diverse server environments.
Linux systems administration
Non-Linux Unix servers
Including lightweight and older variants such as Raspbian, SunOS, Dynix PTX, NextStep
How the above helps..
This combination of development and administrative skills allows me to provide a valuable technical perspective that enhances my problem-solving abilities and contributes to well-rounded project management.
Technical Team Player/Lead
As a dedicated team player, I bring a diverse set of skills that enhance collaboration and drive collective success:
Practical Problem Solving
I excel at breaking down complex challenges into manageable components, allowing teams to tackle issues systematically. By applying analytical thinking and creative solutions, I help teams overcome obstacles efficiently.
Effective Brainstorming
I facilitate dynamic brainstorming sessions that encourage open dialogue and innovative thinking. My ability to create a judgment-free environment empowers team members to share ideas freely, leading to more creative and comprehensive solutions.
Unwavering Team Support
I consistently offer support to my colleagues, whether it's assisting with workload during busy periods or providing emotional encouragement during challenging projects. My commitment to fostering a positive team atmosphere contributes to improved morale and productivity.
Mentorship and Team Training
As an experienced professional, I take pride in mentoring junior team members and conducting training sessions to enhance the team's overall skill set. By sharing knowledge and best practices, I help cultivate a culture of continuous learning and growth.
Documentation and Knowledge Sharing
I am proficient in creating comprehensive team documentation using tools like Confluence. By maintaining up-to-date guides, process documents, and best practices, I ensure that team knowledge is preserved and easily accessible to all members.
Training Video Production
To support remote learning and asynchronous training, I develop clear and engaging training videos. These resources allow team members to learn at their own pace and serve as valuable references for future onboarding processes. By combining these skills, I contribute to creating a collaborative, efficient, and supportive team environment that drives success and fosters professional growth for all members.
