Software Engineer Engineering

PROJECT DRIVEN SOFTWARE ENGINEER

Tel: 917-***-**** Email: ******.****@***.****.***

linkedin.com/in/edmundcape South Salem, New York

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SUMMARY

A creative, hypothesis-driven, problem-solver, scientist, and software engineer who approaches challenges with a tenacious curiosity and a hands-on approach. Delivers exceptional analytical and conceptual skills fueled by a drive to empower with awareness and understanding. Proven track record of leading cross-functional teams, building consensus, and leveraging technology to empower the team to navigate complexity, make decisions, and sharpen their instincts and capacity to execute.

• 10+ years management consultant, cross-functional, data-driven decision-making

• 10+ years leading analysts and software engineering teams

• 10+ years of software design and implementation (e.g., Python, Rust, Haskell, JS, and React)

• 10+ years in statistics and with tools for advanced analysis (AI, ML)

• 3+ years working with containerized, cloud-based infrastructure

• 1 year working with PyTorch and LLMs

RELEVANT EXPERIENCE

CONVERTBANKSTATEMENT.IO South Salem, NY

Lead Software Engineer 12/2024 – Present

Developed a Python-based application capable of parsing hundreds of different bank statement formats to extract and standardize transaction data into Excel reports, streamlining financial reconciliation and reporting workflows.

• Engineered a robust, modular architecture with dual functionality as both a command-line interface (CLI) for batch processing and an HTTP server for real-time API-based parsing.

• Built a state-machine-based transaction parser that supports several PDF parsing engines for both text- and image-based PDF files, including LLM-informed OCR capability

• Implemented a configurable field-mapping system via TOML, allowing users to specify the parsing rules for new statement formats without code changes.

• Developed comprehensive logging and error-handling mechanisms to track parsing anomalies and simplify troubleshooting.

• Reduced the company’s dependency on third-party parsing solutions with nearly a hundred working configurations. LUCIVIA LLC South Salem, NY

Founder and Lead Software Engineer 12/2016 – 06/2024 Founded and led the development of a cloud-based data processing and analytics platform, addressing "event-biased" statistical modeling challenges; reduced data-model design and processing time from hours to minutes, enabling faster, more accurate findings to inform data-driven decisions.

• Secured $350K funding through client consulting and pre-seed investments from partners at Bain & Company and BCG

• Designed and implemented action-oriented data-driven reports to inform data model design decisions

• Enabled direct observation of pre- and post-effects previously studied using the fickle auto-correlation time series analysis; automated the labor-intensive gold standard “test and control” analysis and reporting using Perl, R, and SQL

• Recruited and managed partnerships, engineering teams (11 individuals), and a panel of advisers, conducted competitive analysis and primary research to inform the design and oversaw product development required to hit investor milestones

• Tackled several technical challenges in building a secure, multi-user, multi-project service that delivered innovative data processing and design capabilities by refining the system architecture to minimize implementation risk (and cost) while maintaining performance and security

• Built micro-services in Rust, Python, and Haskell deployed using Kubernetes; React frontend with JS and Redux EXPERIENCED PROFESSIONAL Page 2

Tel: 917-***-**** Email: ******.****@***.****.*** AXTRIA Berkely Heights, NJ

Director 04/2013 – 11/2016

Built and led advanced analytics teams (on-shore and off-shore, 3-5 persons per team) to support C-level and commercial senior management teams. Contributed to growing the firm from 80 to over 500 people, managing ~$1M in yearly contracts.

• Augmented and implemented a strategic vision integrating new technology and a hybrid onshore/offshore model, driving a 3x increase in top-line revenue (from $17M to $50M) with a new 5-person analytics operation

• Overhauled client-facing sales process introducing data-driven forecasting and risk-based pricing that increased contract values by 4-5 times; revamped and negotiated the terms and terms sheets required to support the business model

• Implemented a cloud-based CRM analytics service that enabled 24-7 detailed requests from the sales force with SLAs critical to shortening the sales cycle, managing a larger pipeline, and consolidating team updates 3-fold

• Mentored and trained associates, socialized best practices developed while operationalizing advanced analytics with high- performing teams, reduced attrition; invited to share best practices with a major pharmaceutical client CAPE HEALTHCARE STRATEGY CONSULTING Bedford, NY

Consultant 04/2011 - 03/2013

Delivered project management, strategic and analytical expertise, and interim executive leadership to accomplish business objectives for a diverse clientele of healthcare industry leaders. Selected highlights include:

• Led a clinical service encoding simplification feasibility study for the Nation’s largest home healthcare provider. Coordinated a nine-member cross-functional team to reduce the complexity of an 8,000 HCPCS coding system with an estimated $3M yearly contribution to the company’s operating income. Achieved buy-in with the CEO, CTO and others

• Acted as interim Executive VP for a dental device company to craft and operationalize a strategic vision across people, process, and technology that drove a 50% increase in Q1 sales and a 20% reduction in expenses HEALTH IT (EHR/EMR) STARTUP New Haven, CT

Founder, Product Design 09/2010 - 05/2011

Led the development of an Ophthalmology EMR system in collaboration with Yale Medical School and private practitioners.

• Completed primary research to capture the clinical decision-making process by observing patient encounters to inform the product design (the workflows during differential diagnosis, observation, and diagnosticating considering sensitivity, specificity, and prior probabilities)

• Created sketches, wireframes, and technology assessments for the EMR system that integrated patient care insights with elements of computer gaming to address concerns with EMR productivity, distractions, and incentives BOSTON SCIENTIFIC, SENIOR MARKETING MANAGER MCKINSEY & COMPANY, ASSOCIATE OTHER CONSULTING Engaged with pharmaceutical and medical device commercial operators in a wide range of decision-making tasks. Structured and completed due diligence, valuations, and primary (e.g., physician-expert interviews) and secondary research that informed over a billion dollars in R&D and commercial investments. Selected highlights include:

• Created best practices in decision-driven financial modeling and charting of complex and multifactored “choice analysis”

• Designed and implemented hundreds of calibrated qualitative physician interviews; combined findings with a quantitative, statistically validated discrete choice analysis to inform the brand’s positioning and messaging

• Built required consensus for corporate planning on market size, growth, and competitive dynamics across business units

• Built a software tool that informed managers how to improve letters to physicians using a statistically validated sentiment

(tone, content, presentation) and call-to-action function developed using qualitative and discrete choice analyses EXPERIENCED PROFESSIONAL Page 3

Tel: 917-***-**** Email: ******.****@***.****.*** EDUCATION

YALE SCHOOL OF MANAGEMENT New Haven, CT

Master of Business Administration (MBA) 2011

• Healthcare Program; CS courses “Data Structures and Programming Techniques”, “The Graphical User Interface”

• Graduated top 5% of the class (Received a distinction in 14 subject areas) HARVARD MEDICAL SCHOOL Boston, MA

Post-Doctoral Fellowship 2001

• Published three peer-reviewed articles; Taught first-year medical students Neuroanatomy; helped redesign lab materials MCGILL UNIVERSITY Montreal, QC

Doctor of Philosophy (PhD) 2000

• Electrophysiology & pharmacology of sleep: Published five peer-reviewed articles; designed a drug delivery device; Taught second-year medical students Neuroanatomy; developed online pedagogical materials QUEEN’S UNIVERSITY Kingston, ON

Bachelor of Science with Honours 1992

• Completed a 12-month molecular biology research project

• Member of several committees and working groups; Was a print technician for the Queen’s Journal

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