Peer review #3 for #DEZoomcamp 2026 ✅
NASA Asteroids Pipeline by Symon Mantovani: NASA API → GCS (Parquet) → BigQuery via Mage AI, with Terraform IaC and dbt Cloud transforms.
Loved the written justification for partitioning/clustering choices. 🪐
#DataEngineering
Peer review #2 for #DEZoomcamp 2026 🔍
Stock & News Pipeline by Jinghao Chen: Alpha Vantage API → MinIO → PostgreSQL → dbt → live Streamlit dashboard. Full Airflow DAG with Slack alerts + GitHub Actions CI/CD to GCP. 🚀
#DataEngineering
Peer reviewing DE Zoomcamp 2026 projects — first one blew me away.
SmartFlow by Rawan Nada: real-time fleet safety pipeline with Kafka, PySpark Streaming, Airflow, dbt & Streamlit. All in one docker-compose. 🔥
#DEZoomcamp2026 #DataEngineering
Capstone project done for #DEZoomcamp 2026! 🎓
Built the SoCal NOD Tracker — a daily foreclosure pipeline across 6 Southern California counties using GCP, Terraform, Kestra, BigQuery, dbt & Looker Studio.
github.com/HighviewOne/SoCal-NOD-Tracker
#DataEngineering
Module 7 of #DEZoomcamp 2026 ✅
Real-time streaming with Apache Flink + Redpanda 🔥
Built tumbling & session windows on NYC taxi data, sinking results to Postgres via JDBC — all orchestrated with Docker Compose.
github.com/HighviewOne/...
7 modules down! 🚀
#DataEngineering #ApacheFlink
12 years in power semiconductors (MOSFETs, IGBTs, GaN) — now building the app I wish existed when I was learning.
Try it: circuit-quest-spark.lovable.app
Built during @anthropic.com x @lovable_dev's free build day 🔥
#SheBuildsonLovable #ElectronicsEngineering #VibeCoding #BuildInPublic
Built a full-stack electronics education app — Circuit Quest — in a single day using Lovable + Claude + Supabase. One prompt
✅ 40+ EE quiz questions w/ 8 topics
✅ XP, streaks, leaderboard & badges
✅ Google OAuth + Supabase backend w/ RLS
✅ Skill Map w/ unlock progression
✅ Deployed & live
Alexey On Data
Project IdeasPet & Portfolio Project IdeasProject ideas and real projects from people who've taken courses. End-to-end AI applications and agentic workflows you can learn from and build on.
alexeyondata.substack.com?r=6xh1b&utm_...
Totally agree! The DuckDB integration is a game changer for local development. Zero config, instant results, and then scale when you're ready. That's what makes dlt + DuckDB such a powerful combo for rapid iteration 🙌
🔄 dlt Workshop of Data Engineering Zoomcamp done!
✅ REST API pipeline with @dltHub
✅ Paginated JSON → DuckDB
✅ 10K NYC taxi trips loaded & analyzed
AI-assisted data engineering is the future! 🦆
github.com/HighviewOne/...
#DataEngineering #dlt #DataTalksClub
Built a fan tribute site for Project Hail Mary by Andy Weir 🌌
Highlights: an inline SVG illustration of Rocky, and a button that synthesizes his tonal alien language in your browser using the Web Audio API.
No samples. Just vibes and oscillators.
🔗 highviewone.github.io/ProjectHailMary/
Built a Pi website for my 12-year-old son 🔢
He memorizes digits of π & loves Egyptian history — so I combined both. Interactive memorization game, ancient Egypt's hidden Pi connections, and more.
🔗 highviewone.github.io/pi-explorer/
#Pi #STEM #BuildInPublic
📊 Week 6 of Data Engineering Zoomcamp done!
✅ PySpark setup & Spark sessions
✅ Parquet files at scale
✅ 4.18M NYC taxi trips analyzed
Solution:
github.com/HighviewOne/...
Distributed computing is a game changer! 🔥
#DataEngineering #Spark #DataTalksClub
DataTalksClub: github.com/DataTalksClu...
Each app: one LLM call, structured JSON output, pre-filled with realistic data so you can demo instantly. No fluff.
Biggest lesson: the hard part isn't the AI — it's understanding the domain well enough to ask the right questions.
#AI #GenerativeAI #Streamlit #BuildInPublic
I built 58 AI-powered enterprise apps with Claude + Streamlit. Healthcare, finance, education, DevOps, real estate, insurance, energy, GovTech — the works.
The full interactive showcase is live:
enterprise-ai-showcase-matp8go3xcynf4tfsvbq34.streamlit.app
📊 Module 5 of Data Engineering Zoomcamp done!
✅ End-to-end ELT with Bruin CLI
✅ Incremental loads with time_interval
✅ Data quality checks & lineage built-in
One CLI tool, no vendor lock-in. 🔥
github.com/HighviewOne/...
#DataEngineering #DataTalksClub
🤖 AI Dev Tools Zoomcamp = complete ✅
Learned code w/ AI assistants (Claude Code, Copilot, Cursor), build custom coding agents, and automate CI/CD workflows.
The Model-Context Protocol was 🔥 - extending AI capabilities with custom tools opened up so many possibilities.
#AIDevTools #CodingWithAI
🎓 Finished Machine Learning Zoomcamp by DataTalks.Club
4 months of ML engineering from scratch → production
• Built models from ground up (regression, trees, neural nets)
• Deployed w/ Docker, Kubernetes, AWS Lambda
• PyTorch, TensorFlow, FastAPI
Shoutout to the DTC
#MLZoomcamp #MachineLearning
Module 4 of Data Engineering Zoomcamp
-Analytics Engineering w/ dbt
-Staging, intermediate & fact table models
-Data contracts & schema tests
-Star schema design with 112M+ taxi trips
dbt makes the T in ELT reproducible and testable
github.com/HighviewOne/...
Course: github.com/DataTalksClu...
Module 3 of Data Engineering Zoomcamp done!
- BigQuery & GCS
- External vs materialized tables
- Partitioning & clustering
- Query optimization
Partitioning cut query scans by 91% on 20M+ records.
github.com/HighviewOne/...
Free course by @datatalksclub.bsky.social github.com/DataTalksClu...
Type any question about FastAPI in the chat input, example:
"How do I add authentication to FastAPI?"
"How do I handle file uploads?"
"What is the difference between Query and Path parameters?"
"How do I set up WebSockets?"
Agent will search FastAPI docs & give an answer based on the docs
Built AI agent, answers FastAPI questions searching docs — not hallucinating answers
7-day crash course by @datatalks.club: ingest, chunk, search, agent, eval, deploy.
Try it: ai-hero-project-57srgxkah4wx4p2wxnnu7d.streamlit.app
Code: github.com/HighviewOne/ai-hero-project
#AIAgents #FastAPI
Peer review AI Dev Tools Zoomcamp 2025
github.com/rosa-lpz/django-react-pdf-summarizer
Upload scientific PDF, summary, follow-up questions via RAG w/ Google Gemini & FAISS search
Django w/ LangChain
React, chat, & citations
Docker w/ nginx
Score 15/26
#AIDevTools #DataTalksClub #Zoomcamp2025 #RAG
Peer review for AI Dev Tools Zoomcamp 2025
github.com/devnovikov/qdrant-web-backup
Fills gap: no built-in UI for Qdrant
Dashboard w/ 1-click backups
Kotlin/Spring, React 19, API endpoints, E2E tests, Docker builds, & 4 CI/CD workflows
Score 24/26
#AIDevTools #DataTalksClub #Zoomcamp2025
Peer review for AI Dev Tools Zoomcamp 2025
PR Buddy, pull request review agent
github.com/oleitao/ai-dev-tools-zoomcamp
Node.js backend
DB abstraction
Full OpenAPI contract
AI & MCP workflow documented
Integration tests
Score 22/26
Solid engineering from end to end
#AIDevTools #DataTalksClub
Build an AI search system from scratch
Day 3 of the AI Agents Crash Course
• Indexed 6,332 FastAPI
• Lexical search
• Add semantic search
• Combined hybrid search
Hybrid search wins, text search finds keyword matches while vector search catches similar content w/ different wording
#AIAgents #Python
Day 2 of AI Agents course ✅
Chunked 1,042 FastAPI docs into bite-sized pieces for AI search:
📝 Sliding window → 6,332 chunks
🔖 Section-based → 5,203 chunks
Key takeaway: start simple!
🔗 github.com/HighviewOne/ai-hero-project
#AI #Python #LearningInPublic
🔄 Module 2 of Data Engineering Zoomcamp 2026 done!
• Workflow orchestration with Kestra
• ETL pipelines at scale
• 24M+ taxi trip records processed
• Scheduled workflows & backfills
Solution: github.com/HighviewOne/DataEngineeringZoomcamp2026
#DataEngineering #LearningInPublic
🤖 Built my first AI data pipeline in a course from @alexeygrigorev.com
✨ Downloads any GitHub repo
📝 Parses 1,042 FastAPI docs
🔍 Prepares data for AI search
My repo: github.com/HighviewOne/ai-hero-project
Join: alexeygrigorev.com/aihero/
#AI #Python #LearningInPublic
