Mitch Mitchener
Data Whisperer at Lucid Perspectives
- Role
- Data Scientist (Nlp) at Case
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Mitch Mitchener
Multidisciplined Engineer with over 10 years of experience in the IC. I have supported projects at various stages of the System Engineering Life Cycle in roles that included proposal development and support, program acquisition, mission analysis, system deployment and Operations & Maintenance. Additional experience creating analytical solutions and products for clients within the areas of finance, workforce analytics and space operations. Keen ability to utilize my experiences as a technical representative and customer liaison to communicate effectively with both groups.
Experience
Data Scientist (Nlp)
Mar 2025 — Present
Develop and optimize semantic search systems using vector databases, knowledge graphs, and NLP techniques.• Implement GraphRAG to enhance retrieval quality by integrating knowledge graphs with LLMs.• Build and fine-tune language detection models for automatic query and document classification.• Integrate and optimize machine translation models for improved cross-lingual search and knowledge retrieval.• Develop text embeddings and graph embeddings for better search ranking and knowledge extraction.• Utilize LLMs, transformers (e.g, BERT, GPT, SBERT) for query expansion, intent detection, and contextual search.
Education
Northwestern University
M.S., Data Science
2014 — 2018
North Carolina State University
B.S., Electrical Engineering
2000 — 2005
Wake Forest University
IAAB, Business
2005
The Johns Hopkins University
M.S., Systems Engineering
2007 — 2010
North Carolina State University
B.S., Computer Engineering
2000 — 2005
Skills
- System Design
- Tableau
- Spotfire
- Dod
- Configuration Management
- Stk
- Sql
- Microstrategy
- Defense
- Matlab
- Spss
- Integration
- Amazon Web Services (Aws)
- R
- Testing
- Systems Engineering
- Systems Design
- C++
- Satellite
- Spacecraft
- Software Documentation
- Sdlc
- Software Development Life Cycle (Sdlc)
- Requirements Management
- U.s. Department of Defense
- Proposal Writing
- Space Systems
- Analysis
- Perl
- Aerospace
- Java
- Security Clearance
- Tableau,
- Python
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