Seeking roles at the intersection of AI product management, healthcare IT, and data-driven decision-making,example- Product design,AI integration eng
Aktualisiert am 26.06.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 30.06.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Künstliche Intelligenz
Product Management
Python
Produktdesign
Figma
DSGVO
Healthcare
Data Analyst
MS Power BI
MS Excel
MS Office
RAG
SQL-Datenbanken
TailwindCSS
TypeScript
CI/CD
Docker
Google Cloud
AWS
Business Intelligence
Datenarchitektur
English
Professional
Hindi
native
German
A2, progressing toward B2

Einsatzorte

Einsatzorte

Mannheim (+50km) Frankfurt am Main (+20km)
Deutschland, Österreich
möglich

Projekte

Projekte

2026: RxGuard - Open-Source Geriatric Polypharmacy Safety Copilot - Flagship Build

Tasks:
  • Built clinical decision-support for adults 65+ on 5+ medications, where existing tools are either enterprise-locked or limited to pairwise lookups.
  • Architected 6-phase delivery: calibrated XGBoost risk model + hybrid RAG (BM25 + dense + reranker) over Beers/STOPP-START/NICE + LangGraph agent for RxNorm/FAERS; produced EU AI Act Article 11 documentation, fairness audit, runbooks, drift monitoring, and 13+ ADRs. Targeting <3s p95, RAGAS faithfulness ?0.85, subgroup PR-AUC gap ?0.05.

Skills:
Python, FastAPI, PostgreSQL+pgvector, MLflow, XGBoost, LangGraph, Next.js 14, AWS ECS Fargate, Terraform, GitHub Actions, OpenTelemetry, Evidently
CreditLens - Explainable SME Credit Risk Scorer with EU AI Act Conformity - Personal Product

Tasks:
  • Designed open-source credit risk tool for SME lending ? high-risk under EU AI Act Annex III ? to demonstrate governance-first AI in regulated finance.
  • Built calibrated XGBoost scorer on LendingClub + UCI German Credit data with RAG over Basel III, EBA Guidelines, GDPR Article 22; integrated SHAP right-to-explanation outputs and adverse-action notices. Demographic-parity gap ?0.05 across age/gender/nationality; Article 11 technical documentation published as governance reference.

Skills:
FastAPI, PostgreSQL+pgvector, MLflow, Evidently AI, Next.js, AWS ECS Fargate, Terraform, OpenTelemetry
Curoxis - AI-Native HMIS Platform - Personal Product

Tasks:
  • Designed modern hospital management system for multi-jurisdiction healthcare where incumbents lack AI-native architecture and unified compliance posture.
  • Produced three-portal architecture (Admin, Provider, Patient) with AI clinical documentation, FHIR interoperability, and HIPAA / GDPR / India DPDP Act compliance mapping; delivered full technical architecture, 166+ synthetic test records, and production readiness guide.

Skills:
FHIR/HL7, PostgreSQL, FastAPI, AI/LLM integration, RBAC, multi-jurisdiction compliance frameworks
Multi-LLM RAG Chatbot for International Students in Germany - Case Study

Tasks:
  • Built conversational assistant addressing fragmented information facing international students navigating German university regulations, visa laws, and DS career pathways.
  • Indexed curated corpus in ChromaDB with sentence-transformer embeddings; ran comparative evaluation of Mistral 7B vs LLaMA 2 on identical contexts scoring factual accuracy, faithfulness, hallucination rate, and German-language handling. Documented model-selection trade-offs for multilingual RAG deployments; deployed via Streamlit.

Skills:
Python, Streamlit, ChromaDB, sentence-transformers, Mistral 7B, LLaMA 2, LangChain
2024: Genotype-Phenotype ML Pipeline for Cardiovascular Disease Risk Prediction

Tasks:
  • Researched whether integrated genomic SNP and clinical phenotype features could outperform established cardiovascular risk scores for precision-medicine applications.
  • Built end-to-end ML pipeline with patient-level stratified CV, comparing logistic regression, random forest and gradient boosting on PR-AUC, calibration (Brier), and subgroup gaps; applied SHAP for clinical explainability. Documented GDPR Article 9 governance template for special-category genomic data covering pseudonymization and consent revocation.

Skills:
Python, scikit-learn, XGBoost, SHAP, pandas, genomic SNP datasets

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2022-10 - 2024-09

Applied Data Science & Data Analytics

Master of Science, SRH Hochschule Heidelberg (Germany)
Master of Science
SRH Hochschule Heidelberg (Germany)
4 Jahre 2 Monate
2013-04 - 2017-05

Computer Science & Engineering

Bachelor of Technology, Trident Academy of Technology, Bhubaneswar (India)
Bachelor of Technology
Trident Academy of Technology, Bhubaneswar (India)

Position

Position

Product Lead & Business Analyst | Healthcare IT | AI Product Consulting

Kompetenzen

Kompetenzen

Top-Skills

Künstliche Intelligenz Product Management Python Produktdesign Figma DSGVO Healthcare Data Analyst MS Power BI MS Excel MS Office RAG SQL-Datenbanken TailwindCSS TypeScript CI/CD Docker Google Cloud AWS Business Intelligence Datenarchitektur

Schwerpunkte

  • Product & Compliance
    • Roadmapping, BRD/PRD, Gap Analysis, RACI/DACI, HIPAA, GDPR, EU AI Act, India DPDP Act
  • Healthcare IT
    • FHIR/HL7, Clinical Workflows, E-Prescribing (DoseSpot), RBAC, Field-Level Encryption, Audit Trails
  • AI/ML Engineering
    • RAG Systems, LLM Evaluation, MLOps, Model Cards, Fairness Audits, SHAP, Calibration, Drift Monitoring
  • Data & Cloud
    • Python, SQL, PySpark, dbt, AWS, GCP, Docker, CI/CD, PostgreSQL, Tableau, Power BI
  • Governance & Risk
    • Article 11 Technical Documentation, AI Ethics, Explainability, Consent Management, ADR Discipline
  • Stakeholder Leadership
    • ?Cross-functional Coordination, Agile/Scrum, Investor Pitching, Cross-cultural Mentorship

Produkte / Standards / Erfahrungen / Methoden

PROFILE
Technology professional with 5+ years across product leadership, AI consulting, and innovation management. Since April 2024, freelance Product Lead & Business Analyst for healthcare technology platforms in the US and UAE ? leading HIPAA-compliant requirements engineering, FHIR/HL7 interoperability design, AI/ML feature scoping, and EU AI Act governance posture. Master of Science in Applied Data Science with research in precision medicine. Seeking AI Product Management, AI Consulting, or AI Engineering roles in healthcare, finance, or other regulated industries where governance, explainability, and privacy-by-design are non-negotiable.

PROFESSIONAL EXPERIENCE
04/2024 - today
Freelance Product Lead, Business Analyst & AI Product Consultant
Independent Consulting, Germany (Remote: US & UAE)
  • SMT Healthcare Solutions (US) ? iCuramind AI-Native HMIS
    • Lead product development across 8 clinical modules (Patient Registration, Scheduling, Clinical Documentation, Billing, E-Prescribing, Lab/Radiology, Patient Portal, AI Chart Summarization), defining subscription tiers and an 8-sprint implementation roadmap.
    • Authored 15+ BRDs/PRDs covering feature toggle strategy, consent management, and e-prescribing integration (DoseSpot); established documentation standards for the engineering team.
    • Conducted 250+ HIPAA gap analysis questions across data classification, 4-tier field-level encryption framework, and audit trail design for 12 RBAC roles.
    • Created RACI matrices, 260+ scenario notification matrix, and 226-field patient portal mapping to streamline sprint planning and reduce scope-creep rework.
  • RIIHED (Dubai) ? EsureHealth Emergency Healthcare Platform (March 2025 ? Present)
    • Serve as Product Owner for an emergency health coverage platform (UAE/Egypt) across 4 interfaces: Tourist Web Portal, Ambulance Crew App, Hospital Portal, and Admin Panel.
    • ?Produced scaling guide (10 to 6M users), defined tech architecture (Next.js, FastAPI, PostgreSQL, Redis, AWS), RBAC for 8 roles, and authored 32-page BRD with 40+ functional requirements and Smart Dispatch workflow.

10/2023 - 09/2024
Graduate Student Assistant
SRH Hochschule, Heidelberg (Germany)
  • Supported data science workshops, guest lectures, and curriculum content for the Applied Data Science programme; curated research materials for data-driven academic projects.

08/2020 - 12/2021
Associate Project Manager
Eduskills Foundation (AICTE/Govt. Partnership), New Delhi (India)
  • Implemented predictive lead scoring models achieving a 20% increase in qualified leads; developed curricula for 5 national digital skill programmes (engagement +25%); led onboarding for 50+ institutions across ministry, academic, and technical stakeholders.

07/2018 - 08/2020
Makerspace Manager & Innovation Lead
Cisco thingQbator, Bhubaneswar (India)
  • Mentored 50+ startup teams on business strategy, fundraising and VC pitch preparation; conducted statistical analysis on resource utilization, reducing prototype costs by 15%.
  • Maintained Cisco network infrastructure and IoT gateways for Industry 4.0 prototyping; designed data-driven mentorship programmes improving cohort outcomes.

11/2017 - 06/2018
Technical Trainer ? CCNA & IoT
OCAC, Bhubaneswar (India)
  • Trained 200+ learners in network security, routing/switching, and IoT development; created MOOCs and labs for building IoT prototypes solving real-world problems.

05/2017 - 10/2017
Associate Financial Consultant
Epic Research Pvt Ltd, Indore (India)
  • Provided personalized investment advisory across equity, commodity, and mutual fund instruments based on client risk profiles and financial goals.

Einsatzorte

Einsatzorte

Mannheim (+50km) Frankfurt am Main (+20km)
Deutschland, Österreich
möglich

Projekte

Projekte

2026: RxGuard - Open-Source Geriatric Polypharmacy Safety Copilot - Flagship Build

Tasks:
  • Built clinical decision-support for adults 65+ on 5+ medications, where existing tools are either enterprise-locked or limited to pairwise lookups.
  • Architected 6-phase delivery: calibrated XGBoost risk model + hybrid RAG (BM25 + dense + reranker) over Beers/STOPP-START/NICE + LangGraph agent for RxNorm/FAERS; produced EU AI Act Article 11 documentation, fairness audit, runbooks, drift monitoring, and 13+ ADRs. Targeting <3s p95, RAGAS faithfulness ?0.85, subgroup PR-AUC gap ?0.05.

Skills:
Python, FastAPI, PostgreSQL+pgvector, MLflow, XGBoost, LangGraph, Next.js 14, AWS ECS Fargate, Terraform, GitHub Actions, OpenTelemetry, Evidently
CreditLens - Explainable SME Credit Risk Scorer with EU AI Act Conformity - Personal Product

Tasks:
  • Designed open-source credit risk tool for SME lending ? high-risk under EU AI Act Annex III ? to demonstrate governance-first AI in regulated finance.
  • Built calibrated XGBoost scorer on LendingClub + UCI German Credit data with RAG over Basel III, EBA Guidelines, GDPR Article 22; integrated SHAP right-to-explanation outputs and adverse-action notices. Demographic-parity gap ?0.05 across age/gender/nationality; Article 11 technical documentation published as governance reference.

Skills:
FastAPI, PostgreSQL+pgvector, MLflow, Evidently AI, Next.js, AWS ECS Fargate, Terraform, OpenTelemetry
Curoxis - AI-Native HMIS Platform - Personal Product

Tasks:
  • Designed modern hospital management system for multi-jurisdiction healthcare where incumbents lack AI-native architecture and unified compliance posture.
  • Produced three-portal architecture (Admin, Provider, Patient) with AI clinical documentation, FHIR interoperability, and HIPAA / GDPR / India DPDP Act compliance mapping; delivered full technical architecture, 166+ synthetic test records, and production readiness guide.

Skills:
FHIR/HL7, PostgreSQL, FastAPI, AI/LLM integration, RBAC, multi-jurisdiction compliance frameworks
Multi-LLM RAG Chatbot for International Students in Germany - Case Study

Tasks:
  • Built conversational assistant addressing fragmented information facing international students navigating German university regulations, visa laws, and DS career pathways.
  • Indexed curated corpus in ChromaDB with sentence-transformer embeddings; ran comparative evaluation of Mistral 7B vs LLaMA 2 on identical contexts scoring factual accuracy, faithfulness, hallucination rate, and German-language handling. Documented model-selection trade-offs for multilingual RAG deployments; deployed via Streamlit.

Skills:
Python, Streamlit, ChromaDB, sentence-transformers, Mistral 7B, LLaMA 2, LangChain
2024: Genotype-Phenotype ML Pipeline for Cardiovascular Disease Risk Prediction

Tasks:
  • Researched whether integrated genomic SNP and clinical phenotype features could outperform established cardiovascular risk scores for precision-medicine applications.
  • Built end-to-end ML pipeline with patient-level stratified CV, comparing logistic regression, random forest and gradient boosting on PR-AUC, calibration (Brier), and subgroup gaps; applied SHAP for clinical explainability. Documented GDPR Article 9 governance template for special-category genomic data covering pseudonymization and consent revocation.

Skills:
Python, scikit-learn, XGBoost, SHAP, pandas, genomic SNP datasets

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2022-10 - 2024-09

Applied Data Science & Data Analytics

Master of Science, SRH Hochschule Heidelberg (Germany)
Master of Science
SRH Hochschule Heidelberg (Germany)
4 Jahre 2 Monate
2013-04 - 2017-05

Computer Science & Engineering

Bachelor of Technology, Trident Academy of Technology, Bhubaneswar (India)
Bachelor of Technology
Trident Academy of Technology, Bhubaneswar (India)

Position

Position

Product Lead & Business Analyst | Healthcare IT | AI Product Consulting

Kompetenzen

Kompetenzen

Top-Skills

Künstliche Intelligenz Product Management Python Produktdesign Figma DSGVO Healthcare Data Analyst MS Power BI MS Excel MS Office RAG SQL-Datenbanken TailwindCSS TypeScript CI/CD Docker Google Cloud AWS Business Intelligence Datenarchitektur

Schwerpunkte

  • Product & Compliance
    • Roadmapping, BRD/PRD, Gap Analysis, RACI/DACI, HIPAA, GDPR, EU AI Act, India DPDP Act
  • Healthcare IT
    • FHIR/HL7, Clinical Workflows, E-Prescribing (DoseSpot), RBAC, Field-Level Encryption, Audit Trails
  • AI/ML Engineering
    • RAG Systems, LLM Evaluation, MLOps, Model Cards, Fairness Audits, SHAP, Calibration, Drift Monitoring
  • Data & Cloud
    • Python, SQL, PySpark, dbt, AWS, GCP, Docker, CI/CD, PostgreSQL, Tableau, Power BI
  • Governance & Risk
    • Article 11 Technical Documentation, AI Ethics, Explainability, Consent Management, ADR Discipline
  • Stakeholder Leadership
    • ?Cross-functional Coordination, Agile/Scrum, Investor Pitching, Cross-cultural Mentorship

Produkte / Standards / Erfahrungen / Methoden

PROFILE
Technology professional with 5+ years across product leadership, AI consulting, and innovation management. Since April 2024, freelance Product Lead & Business Analyst for healthcare technology platforms in the US and UAE ? leading HIPAA-compliant requirements engineering, FHIR/HL7 interoperability design, AI/ML feature scoping, and EU AI Act governance posture. Master of Science in Applied Data Science with research in precision medicine. Seeking AI Product Management, AI Consulting, or AI Engineering roles in healthcare, finance, or other regulated industries where governance, explainability, and privacy-by-design are non-negotiable.

PROFESSIONAL EXPERIENCE
04/2024 - today
Freelance Product Lead, Business Analyst & AI Product Consultant
Independent Consulting, Germany (Remote: US & UAE)
  • SMT Healthcare Solutions (US) ? iCuramind AI-Native HMIS
    • Lead product development across 8 clinical modules (Patient Registration, Scheduling, Clinical Documentation, Billing, E-Prescribing, Lab/Radiology, Patient Portal, AI Chart Summarization), defining subscription tiers and an 8-sprint implementation roadmap.
    • Authored 15+ BRDs/PRDs covering feature toggle strategy, consent management, and e-prescribing integration (DoseSpot); established documentation standards for the engineering team.
    • Conducted 250+ HIPAA gap analysis questions across data classification, 4-tier field-level encryption framework, and audit trail design for 12 RBAC roles.
    • Created RACI matrices, 260+ scenario notification matrix, and 226-field patient portal mapping to streamline sprint planning and reduce scope-creep rework.
  • RIIHED (Dubai) ? EsureHealth Emergency Healthcare Platform (March 2025 ? Present)
    • Serve as Product Owner for an emergency health coverage platform (UAE/Egypt) across 4 interfaces: Tourist Web Portal, Ambulance Crew App, Hospital Portal, and Admin Panel.
    • ?Produced scaling guide (10 to 6M users), defined tech architecture (Next.js, FastAPI, PostgreSQL, Redis, AWS), RBAC for 8 roles, and authored 32-page BRD with 40+ functional requirements and Smart Dispatch workflow.

10/2023 - 09/2024
Graduate Student Assistant
SRH Hochschule, Heidelberg (Germany)
  • Supported data science workshops, guest lectures, and curriculum content for the Applied Data Science programme; curated research materials for data-driven academic projects.

08/2020 - 12/2021
Associate Project Manager
Eduskills Foundation (AICTE/Govt. Partnership), New Delhi (India)
  • Implemented predictive lead scoring models achieving a 20% increase in qualified leads; developed curricula for 5 national digital skill programmes (engagement +25%); led onboarding for 50+ institutions across ministry, academic, and technical stakeholders.

07/2018 - 08/2020
Makerspace Manager & Innovation Lead
Cisco thingQbator, Bhubaneswar (India)
  • Mentored 50+ startup teams on business strategy, fundraising and VC pitch preparation; conducted statistical analysis on resource utilization, reducing prototype costs by 15%.
  • Maintained Cisco network infrastructure and IoT gateways for Industry 4.0 prototyping; designed data-driven mentorship programmes improving cohort outcomes.

11/2017 - 06/2018
Technical Trainer ? CCNA & IoT
OCAC, Bhubaneswar (India)
  • Trained 200+ learners in network security, routing/switching, and IoT development; created MOOCs and labs for building IoT prototypes solving real-world problems.

05/2017 - 10/2017
Associate Financial Consultant
Epic Research Pvt Ltd, Indore (India)
  • Provided personalized investment advisory across equity, commodity, and mutual fund instruments based on client risk profiles and financial goals.

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