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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": []
}
} |