|
{ |
|
"personal_details": { |
|
"full_name": "Leo Walker", |
|
"contact_info": { |
|
"email": "leowalker89@gmail.com", |
|
"phone": "(571) 294-9678", |
|
"linkedin": "linkedin.com/in/leowalker" |
|
}, |
|
"professional_summary": "Data Scientist with expertise in Python, SQL, Data Visualization, Machine Learning, NLP, LLMs, LangChain, and LlamaIndex." |
|
}, |
|
"education": [ |
|
{ |
|
"institution": "University of Denver", |
|
"degree": "MS", |
|
"field_of_study": "Data Science", |
|
"graduation_date": "November 2023" |
|
}, |
|
{ |
|
"institution": "Ranger School - the Army\u2019s Premier Leadership School", |
|
"degree": null, |
|
"field_of_study": null, |
|
"graduation_date": "April 2012" |
|
}, |
|
{ |
|
"institution": "Virginia Military Institute", |
|
"degree": "BS", |
|
"field_of_study": "Electrical and Computer Engineering", |
|
"graduation_date": "May 2011" |
|
} |
|
], |
|
"work_experience": [ |
|
{ |
|
"company": "IVP", |
|
"title": "Data Scientist", |
|
"duration": "August 2022 - September 2023", |
|
"description": "", |
|
"notable_contributions": [ |
|
"Orchestrated comprehensive performance analysis using SQL and Python to pinpoint promising investment opportunities guided by historical investment success metrics.", |
|
"Improved investor engagement with 60% faster email crafting using optimized LLM pipelines.", |
|
"Increased accuracy and transparency of peer comparisons by implementing a refined distribution algorithm in company performance assessments." |
|
] |
|
}, |
|
{ |
|
"company": "BP", |
|
"title": "Data Scientist", |
|
"duration": "February 2018 - August 2022", |
|
"description": "", |
|
"notable_contributions": [ |
|
"Developed an automated GreenHouse Gas report that reduced lead time by two weeks and saved 300 man-hours annually while increasing KPI transparency across leadership levels.", |
|
"Established strategic partnerships with stakeholders at all levels to enhance safety awareness through an NLP tool, leading to a 15% decrease in safety events.", |
|
"Developed an IT-wide portfolio tracker that integrated directly into MS DevOps to provide a single point where leaders across the organization can track project progress." |
|
] |
|
}, |
|
{ |
|
"company": "US Army, Special Operations Command", |
|
"title": "Distribution Platoon Leader", |
|
"duration": "May 2014 - April 2017", |
|
"description": "Led a cross-functional team of 28 and controlled an annual budget of $111MM.", |
|
"notable_contributions": [ |
|
"Managed development of 1st mobile performance appraisal app, decreasing delivery time by 80%." |
|
] |
|
}, |
|
{ |
|
"company": null, |
|
"title": "Data Analyst", |
|
"duration": "April 2017 - February 2018", |
|
"description": "Led development project leveraging localized drilling data to provide focused drilling directives, potentially saving $300K per well with projected productivity gains valued at $43.2MM in 2019.", |
|
"notable_contributions": [ |
|
"Developed a KPI dashboard to increase safety incident awareness across the company, resulting in robust data collection and strategy sessions to distribute lessons learned and reduce incidents." |
|
] |
|
} |
|
], |
|
"projects": [], |
|
"skills": [ |
|
"Python", |
|
"SQL", |
|
"Data Visualization", |
|
"Machine Learning", |
|
"NLP", |
|
"LLMs", |
|
"LangChain", |
|
"PyTorch" |
|
], |
|
"certifications": [ |
|
"Certified ScrumMaster", |
|
"PMI Agile Certified Practitioner (PMP-ACP)", |
|
"Project Management Professional (PMP)" |
|
], |
|
"publications": [], |
|
"awards": [], |
|
"additional_sections": { |
|
"volunteer_experience": [], |
|
"languages": [], |
|
"interests": [] |
|
} |
|
} |