Tinashe Wamambo, PhD
Lead Python EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Lead Python Engineer with 10+ years in Python, LLM Workflows & Financial Data Systems
Applied AI and automation engineer with 10+ years of experience building production-grade Python systems, APIs, data pipelines and workflow automation across financial services, commerce, medical technology and operational domains. Strong hands-on background in Python, SQL, Flask, FastAPI, Django, PostgreSQL, MySQL, SQLAlchemy, Alembic, Snowflake, Databricks, Azure, AWS, Docker, CI/CD, TDD, BDD and integration testing. Experienced in automating manual workflows, ingesting and validating third-party data, extracting structured information from unstructured communications, and building reliable systems for regulated environments. PhD-qualified in Computer Science with research in NLP, neural networks and text classification, plus practical experience applying LLMs to classification, extraction and operational automation problems.
Anglia Ruskin University
PhD · Computer Science
September 1, 2017 – September 1, 2023
Anglia Ruskin University
MSc · Computer Science
September 1, 2014 – September 1, 2015
Anglia Ruskin University
BSc (Hons) · Computer Science
September 1, 2011 – June 1, 2014
Lyst
Senior Engineer
January 1, 2026 – Present
India
Complexio
Senior Engineer
October 1, 2024 – September 1, 2025
India
MS Amlin
Senior Engineer
March 1, 2023 – September 1, 2024
India
Silver Bullet Data Services
Lead Software Engineer
July 1, 2021 – February 1, 2023
India
Owlstone Medical
Data Engineering Team Lead / Data Engineer
March 1, 2018 – July 1, 2021
India
ThoughtRiver Ltd / Global Graphics Software Ltd
Earlier Experience
October 1, 2015 – March 1, 2018
India
Automated quote extraction platform
June 25, 2026 – Present
Flask-backed application that extracted structured quote data from underwriter emails into a database for reporting and audit history.
LLM-assisted operational data extraction
June 25, 2026 – Present
Python workflows using LLMs to classify customer data and extract structured information from unstructured operational communications.
Financial data ingestion platform
June 25, 2026 – Present
Python and Databricks pipelines ingesting third-party data into Snowflake, Azure Data Lake, PostgreSQL and MySQL for analytics and downstream applications.
Cultural Fit Analysis
The candidate's diverse project experience across various industries (financial services, medical technology, e-commerce) and their academic background in Computer Science with a PhD demonstrate a broad intellectual curiosity and adaptability. Their leadership roles and mentoring experience suggest a collaborative mindset, aligning well with a senior or lead position. The consistent application of TDD/BDD and CI/CD practices indicates a commitment to quality and best practices.
Soft Skills & Operational Fit
The candidate's resume highlights leadership, mentoring, stakeholder engagement, and a strong emphasis on TDD/BDD and code quality, indicating a good operational fit. Their experience in diverse domains (financial, medical, commerce) suggests adaptability and problem-solving skills.