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{ | |
"personal_details": { | |
"full_name": "Leo Walker", | |
"contact_info": { | |
"email": "[email protected]", | |
"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": [] | |
} | |
} |