Mignotie
Applied Data Scientist Tamrat Workineh
Data Science |Generative AI/ML & NLP | Agentic AI |
Cloud & Data Architecture | ETL Engineering | Cybersecurity Analytics
Building Intelligent, End to End Data Systems

Project Accomplishments by Sectors

  • BioPredict ML
  • Hospital Readmission Prediction
  • Sepsis Early-Warning System
  • Predictive Modeling for Leukemia Relapse
  • Patient Risk Stratification
  • Generative AI Hematology Report Simplifier
  • Finding Social Determinants in EHRs
  • Clinical Trial Matching Co-pilot
  • Lab Operational Efficiency Dashboard
  • Anemia Prevalence Mapping
  • Blood Supply & Inventory Management
  • Synthetic Data for Rare Blood Disorders
  • AI-Driven Peripheral Blood Smear Analysis
  • Fraud Detection & Revenue Integrity
  • Personalized Banking Experience
  • Predictive Behavioral Modeling
  • AI-Powered Payment Integrity
  • Nexus-Fraud: Predictive Transaction Scanning
  • High-Frequency Trading Automation
  • Market Intelligence Engine
  • AltScore: Creditworthiness Assessment
  • Risk Scoring Models
  • Automated Grant & Procurement Drafting
  • Policy Summarization Engine
  • Multilingual Concierge
  • Social Services Eligibility AI
  • Energy Grid Load Forecasting
  • Traffic Flow Simulation
  • Predictive Infrastructure Maintenance
  • Public Health Trend Analysis
  • Tax Revenue Optimization
  • Fraud Detection
  • Customer Churn Dashboard
  • Marketing Attribution Modeling
  • Hyper-Personalized Content Marketing
  • Supply Chain Optimization
  • Dynamic Pricing Engine
  • Enterprise Knowledge Management (RAG)
  • AI Sales & Support Co-pilots
  • Recommendation Systems
  • Explainable IDS (X-IDS)
  • Predictive Phishing Detection
  • UEBA Analytics
  • Insider Threat Detection (Vigilance-VIP)
  • Automated Incident Response
  • Auto-Compliance (NIST Automation)
  • Adversarial Simulation Bot
  • Aegis-Intel: Counter-Terrorism AI
  • Fortress-Pipeline: Adversarial Data Defense
  • Behavioral Biometrics
  • Predictive Threat Intelligence
  • Zero Trust for Remote Patient Monitoring
  • Generative UI (V0 / Figma AI)
  • Rapid Prototyping (Replit / Lovable)
  • Proactive Engineering (Cursor & Claude Code)
  • Autonomous Testing (Self-healing test suites)
  • Agentic AI (CrewAI)
  • Generative AI & LLMs (GPT‑4o, Llama 3)
  • Knowledge Retrieval (RAG, Pinecone, GraphRAG)
  • High-Performance ML (XGBoost, CatBoost)
  • API Orchestration (FastAPI / LangChain)
  • Vector Databases (MongoDB Atlas, Supabase)
  • Python / R / SQL Engineering
  • Big Data (Spark, Kafka)
  • Data Pipelines (dbt, Airbyte)
  • Airflow DAG Orchestration
  • BI Dashboards (Power BI, Streamlit)
  • Palo Alto Cortex & Prisma
  • AI-Driven SecOps (QRadar, XSIAM)
  • CrowdStrike XDR
  • Zero Trust IAM (Okta)
  • Self-Healing Infrastructure (K8s, DevOps Guru)
  • IaC (Terraform)
  • Cost Optimization (SageMaker, BigQuery)
  • Proactive Security (Snyk, GitHub Advanced Security)