DEV Community: Abhijeet Srivastava

Top Skills Required to Become an AI Architect in 2025

Abhijeet Srivastava — Wed, 30 Apr 2025 11:20:07 +0000

Artificial Intelligence is no longer a buzzword — it’s transforming industries at an exponential rate. As organizations scale their AI capabilities, the role of the AI Architect has become critical. But what does it really take to become one?

In this article, we’ll break down the top skills required to become a successful AI Architect in 2025 — both technical and strategic. Whether you’re a developer transitioning to AI or a seasoned engineer aiming for architecture roles, this guide is your roadmap.

👨‍💻 1. Strong Software Engineering Foundation
An AI Architect isn’t just about models and data. You’re building production-ready AI systems.

Expertise in Python, Java, or Node.js.
Microservices and API design.
Understanding of distributed systems and cloud infrastructure (Azure, AWS, GCP).
Want to see a real-world AI architecture blueprint?
👉 Check my portfolio at Abhijeet.live

📊 2. Deep Knowledge of Machine Learning and Deep Learning
This is obvious, but it goes beyond training models.

Model selection & evaluation
TensorFlow, PyTorch, or Hugging Face
NLP, CV, and time-series modeling
Model interpretability (SHAP, LIME)
🏗 3. Architectural Thinking & System Design
AI Architects must think in terms of scalability, fault-tolerance, and cost-efficiency.

Design AI pipelines (training, inference, monitoring)
Data pipelines: Kafka, Airflow
Model deployment: Docker, Kubernetes, LangChain, Ray
Example project using LangChain for smart agent workflows:
📘 LangChain in AI Architecture

🔐 4. Security, Compliance & Ethics
AI in healthcare or finance? You’ll be dealing with PII data, model bias, GDPR, etc.

Data anonymization techniques
Fairness in AI models
Secure model deployment
📈 5. Data Engineering & MLOps
AI is nothing without clean, structured data and repeatable training pipelines.

ETL tools: dbt, Airbyte
Feature stores
CI/CD for ML (MLflow, DVC, Azure ML pipelines)
🤝 6. Leadership & Cross-Functional Collaboration
You’re not just coding — you’re leading AI strategy across business units.

Stakeholder communication
Translating business goals to technical tasks
Team leadership & mentoring
🌐 Bonus: Stay Updated
AI evolves weekly. Top architects never stop learning.

Subscribe to DeepLearning.ai
Read on Towards Data Science
Follow Abhijeet on Medium for hands-on AI architecture articles
🧠 Final Thoughts
Becoming an AI Architect in 2025 means mastering the tech stack, thinking strategically, and staying curious. It’s a rare role at the intersection of engineering, AI, and business — and the demand is booming.

🔗 Want help with AI architecture or mentoring?
📬 Connect with me: Abhijeet.live

How I Built My Personal Portfolio Website Using Angular 18, SSR, and SEO Best Practices

Abhijeet Srivastava — Mon, 28 Apr 2025 16:03:16 +0000

In today’s digital-first world, having an online identity is no longer optional — it’s essential.
I’m Abhijeet, a Software Architect passionate about AI, scalable system design, and crafting smooth user experiences. 🚀

Recently, I decided to build my own portfolio website from scratch using Angular 18, server-side rendering (SSR), and a heavy focus on SEO and performance.

👉 You can check it out here: https://abhijeet.live

Why I Chose Angular 18 + SSR
Most portfolio websites use lightweight frameworks like Next.js or simple HTML templates. However, I wanted more control, flexibility, and an environment where I could showcase enterprise-grade frontend skills.
Angular 18 with SSR gave me:

Fast page loads (important for SEO)
Dynamic routing
Pre-rendering critical content
Meta tags and structured data integration for Google
Key Features of My Portfolio
✅ SEO Optimization
I implemented meta titles, descriptions, OG tags, structured schema markup, and automatic sitemap generation.
Thanks to this, my site is already ranking for my name Abhijeet on Google.

✅ Performance Focused
I kept the total build size under 13 MB (even with 50+ components!) and lazy-loaded everything that wasn’t critical.

✅ Analytics & Tracking
Integrated both Google Analytics and Microsoft Clarity to monitor user behavior and page performance.

✅ Microservices and Backend
Even though it’s a portfolio, I treated it like a production system — with APIs served via Node.js for the contact forms and custom backend integrations.

Tech Stack I Used
Frontend: Angular 18, Tailwind CSS
Backend: Node.js, Firebase Hosting
SEO Tools: Google Search Console, Bing Webmaster Tools
Monitoring: Google Analytics, Clarity
🔗 If you’re curious about the full project or want to collaborate, you can always visit my portfolio: https://abhijeet.live

What’s New in MongoDB 4.4

Abhijeet Srivastava — Fri, 10 Jul 2020 06:24:52 +0000

What’s New in MongoDB 4.4. The latest public beta for the popular… | by Abhijeet Srivastava | Jul, 2020 | Medium

Abhijeet Srivastava ・ Jul 9, 2020 ・ 2 min read
Medium

What’s New in Angular 10

Abhijeet Srivastava — Wed, 24 Jun 2020 18:54:48 +0000

Angular 10, a major upgrade to the popular web development framework, has reached the release candidate stage, with six release candidates published as of June 17, 2020. The upgrade to the Google-developed, TypeScript-based framework focuses more on ecosystem improvements than new features.
Angular 10 is set to be smaller than previous versions of Angular. A target date for an Angular 10 production release is still to be determined. Angular 9.0 became generally available on February 6, 2020, followed by Angular 9.1 on March 25, 2020. Angular 8.0 arrived on May 28, 2019.

DEV Community: Abhijeet Srivastava

Top Skills Required to Become an AI Architect in 2025

How I Built My Personal Portfolio Website Using Angular 18, SSR, and SEO Best Practices

What’s New in MongoDB 4.4

What’s New in MongoDB 4.4. The latest public beta for the popular… | by Abhijeet Srivastava | Jul, 2020 | Medium

Abhijeet Srivastava ・ Jul 9, 2020 ・ 2 min read
Medium

What’s New in Angular 10

Angular 10 New Features and Ivy Compiler | JavaScript In Plain English

Abhijeet Srivastava ・ Jun 24, 2020 ・ 5 min read
Medium

How to build your Blockchain using Node js.

DEV Community: Abhijeet Srivastava

Top Skills Required to Become an AI Architect in 2025

How I Built My Personal Portfolio Website Using Angular 18, SSR, and SEO Best Practices

What’s New in MongoDB 4.4

What’s New in MongoDB 4.4. The latest public beta for the popular… | by Abhijeet Srivastava | Jul, 2020 | Medium

Abhijeet Srivastava ・ Jul 9, 2020 ・ 2 min read Medium

What’s New in Angular 10

Angular 10 New Features and Ivy Compiler | JavaScript In Plain English

Abhijeet Srivastava ・ Jun 24, 2020 ・ 5 min read Medium

How to build your Blockchain using Node js.

Abhijeet Srivastava ・ Jul 9, 2020 ・ 2 min read
Medium

Abhijeet Srivastava ・ Jun 24, 2020 ・ 5 min read
Medium