Viplav Fauzdar Viplav — AI Engineering Consultant
Medium

AI Engineering that Ships — MVPs, Agents, and Workflows you can run in prod

I help founders and teams design, build, and deploy real-world AI systems — self-hosted LLMs, LangChain agents, Streamlit dashboards, Java/Spring backends, and automation that won’t fall over. Backed by 25+ years of enterprise and corporate engineering experience, I bring battle-tested practices to fast-moving startups and companies.

#TradingBot #NicheRadar #RaspberryPiGarage #SupplementsTracker #TechWhisperer

Agentic AI + Dashboards

Agentic AI dashboards placeholder

LangChain • Streamlit • Ollama • Spring Boot

Want to see a demo? Ask for a 10‑min screenshare.

What I’m building right now

AI Threat Review for CI/CD

New

GHA workflow with Snyk/Trivy/CodeQL, SARIF artifacts, and agentic summaries to cut triage noise.

  • GitHub Actions • SARIF • Sonar
  • LLM risk notes in PRs

AI Trading Bot

Live

Hybrid signals + LLM commentary, Alpaca execution, Streamlit control panel, backtests, and SARIF‑driven CI security checks.

  • alpaca‑py • yfinance • Backtrader
  • Streamlit dashboard + alerts
  • Roadmap: LSTM + news sentiment

Niche Radar AI

MVP

Shopify/AliExpress scanner with CSV export, one‑click sourcing, and ad‑script generation inside the UI.

  • Python • Streamlit • RapidAPI
  • Source finder • Trend scoring
  • Roadmap: Auto‑campaigns

Real Estate Deal Screener

Beta

ARV prediction, ROI math, and client‑friendly share links. LLM insights, MLS parsing, and mobile‑first UI.

  • Streamlit → React/FastAPI upgrade
  • FAISS • Neo4j • Postgres

Raspberry Pi Smart Garage

Build

Relay control + mobile UI + Siri Shortcuts. Local‑first with safety interlocks and camera add‑on.

  • Flask/FastAPI • WebSocket
  • ESP/Relays • Home network

Supplements & Nutrition Tracker

Daily

Inline logging with DV% math, separate calories, and flexible morning/afternoon/evening schedules.

  • Streamlit table • Persistence
  • Focus: liver/brain/gut support

Featured Projects

Agentic Research Assistant

Graph‑augmented RAG with structured outputs, memory, and PDF/URL ingestion. Great for ops runbooks and enterprise docs.

LangChain • GraphRAG • Neo4j • FAISS

Astro + Netlify Portfolio

Polished personal site with dark‑mode, icon animations, and CI deploys. Content blocks you can remix.

Astro • Tailwind • Netlify • Shadcn

⚙️ Tech Stack & Tools

With 25+ years building enterprise systems, I’ve learned to favor boring-reliable over hype. I ship small, iterate fast, and automate everything — blending enterprise-grade discipline with startup agility.

  • 🤖 Self-hosted LLMs (Ollama, vLLM)
  • 🧩 LangChain, Agentic AI, RAG
  • 📊 Streamlit Dashboards
  • 🔎 Vector DBs (Pinecone, FAISS, Weaviate)
  • 📈 Data & BI: BigQuery, Grafana, ELK
  • ☕ Java 8-21, Spring Boot / Spring MVC
  • 📦 Microservices & APIs (REST, gRPC, Pub/Sub)
  • 🐳 Docker, Kubernetes, PCF
  • ☁️ Cloud: GCP, AWS, Azure
  • 🛡️ IAM & Security (OAuth2, STRIDE, threat modeling)
  • 🚀 CI/CD: GitHub Actions, Jenkins, Concourse
  • 🧪 TDD & BDD (JUnit, Mockito, Cucumber)
  • 📐 Quality: SonarQube, JaCoCo, code coverage
  • ⚡ Automation everywhere (Infra as Code: Terraform)
  • 🌀 Agile XP & Product-driven development

Recent Writing & Talks

Consulting Offers

AI MVP in a Week

Scope → build → demo in 7 days. Focused prototype you can show customers.

Agentic AI Workflows

Integrate LLMs with tools, CRMs, and data. Human‑in‑the‑loop by design.

Private LLMs (Ollama)

On‑prem or VPC. No vendor lock‑in. Security & observability included.

Got a problem worth automating?

Contact me with your idea, and I’ll reply with a rough plan + options.

Atlanta, GA • EDT • Available for remote/onsite