Software Architect · AI · Cloud · Founder of BearSoft
Turning data into intelligent decisions
Twenty-six years building the digital core of companies and
institutions across Bolivia, the United States, Colombia and Mexico.
High-performance backend, cloud infrastructure and artificial intelligence
models your business can put to work from the first month.
Twenty-six years turning technical problems into business results
Systems Engineer with a Master's in Intelligent Flexible
Systems and over fifteen years in the backend. I command Python, Java
and JavaScript, I have built and operated infrastructure on AWS, and today I
embed artificial intelligence into enterprise and government
solutions. I founded BearSoft, my software and data analytics
consultancy.
What sets me apart is having sat in all four seats: I build the systems,
audit them under ISO 27000 and COBIT 5, train the teams that
maintain them, and have run the IT departments that answer for them. That is
why what I deliver survives the audit, the handover and the year after.
Robust, scalable APIs, with performance and security as a requirement rather than an afterthought.
Automated deployments (CI/CD) and infrastructure as code: less downtime and a smaller cloud bill.
Data turned into decisions: dashboards and reports that answer business questions rather than decorate.
Machine learning and generative AI models embedded in the real workflow, with their error measured and published.
Training for your team: university lecturer and corporate trainer since 2004.
Areas of expertise
What I bring from day one
Custom backend development
Microservice architectures and REST APIs built to grow: the digital core your business needs to scale without rewriting everything every two years.
Your raw data turned into actionable information. Dashboards and reports that unlock the critical indicators to decide on evidence, not intuition.
Python · Pandas · NumPy · SQL · ETL · Power BI · Data Warehousing · Jupyter
Machine Learning and AI
Prediction, classification and optimization models embedded in your operation — plus a generative AI layer that explains every result in business language.
Scikit-learn · Time series · LLMs · Prompt engineering · Claude · Gemini · MLOps with FastAPI
IT audit and security
Audits under ISO 27000 with the COBIT 5 methodology. Find vulnerabilities and bottlenecks before a regulator or an incident finds them for you.
Equip your team with knowledge they can apply: AI tooling, prompting practice, cloud and databases. University lecturer and corporate trainer since 2004.
At BearSoft we build SmartDecisions: you upload your sales and the platform
hands back decisions, not spreadsheets. It is in production, with real
customers, and it is the best demonstration of how I work.
Forecast your demand from your own history, with the model’s error measured and published.
Segment your customer base and know which accounts carry your sales, which are at risk and which are already gone.
Optimize your sales team’s visit routes: fewer kilometres, more coverage.
Ask the AI what each screen means: an artificial intelligence layer translates the numbers into business language.
Build the robust, scalable digital core your business needs to grow without limits.
Cloud architecture and DevOps
Strategies tailored to your operation to optimize infrastructure and cloud deployment processes.
Cloud cost optimization
Cut your operating spend without compromising performance or security. I have done it for clients in three countries.
Machine learning and AI models
Integrate intelligent solutions that learn from your data and adapt to your needs, with the error always in plain sight.
Business Intelligence and data analysis
Unlock the critical indicators of your business to decide quickly and on evidence.
Systems and security audit
ISO 27000 audits under COBIT 5: find vulnerabilities and bottlenecks before the regulator does.
Training in AI, data and cloud
Equip your team with the skills that make the difference today: generative AI, prompting, cloud and databases.
Legacy application modernization
Turn ageing systems into maintainable solutions. I have migrated entire ERPs from Oracle 9i to current architectures.
Clients and track record
Who I have worked with
Consulting for companies in the United States, Colombia and Mexico; systems for
international organizations and the Bolivian government; and IT audits in banking,
telecoms and energy. The resume carries the full detail.
Ministry of Mining and Metallurgy
Pensions Authority — APS
Applaudo
Koombea
Simetrik
NextGo
Avetta
Boxtribe
AB InBev (Detesim)
FAO — United Nations
GIZ
Danish Cooperation
Swisscontact
Bolivian Stock Exchange
YPFB
COMIBOL
Nuevatel PCS
Mutual La Paz
EPSAS
ENTEL
Contact
Let's talk about your project
I am available for projects worth doing — consulting, architecture, audit or
training, remote or hybrid from La Paz. Write to me and I will reply.