My Content Strategy & Topical Strengths

Welcome to my digital ecosystem!

Based on my expertise and the diverse topics I cover here at thomascherickal.com, I’ve organized my writing across various platforms. My goal is to ensure zero duplication, so you know exactly where to go for the specific content you need.

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🎯 My Topical Strengths (The 4 Pillars)

My work covers a massive, cutting-edge surface area. I group my focal areas into four main pillars:

1. Applied & Generative AI: Gen AI, Agents, SLMs, LLMs, Local LLMs, AI/ML/DL/RL, Optimization, Metaheuristics.
2. Frontier & Decentralized Tech: Quantum Computing (IBM Qiskit, QAI), Blockchain, Web3, DeFi, Fusion Research, Cybersecurity.
3. Software Architecture & Code: Python, Rust, Algorithms, TDD, Design Patterns, Antipatterns, Open Source.
4. Professional Services & Coaching: Technical Writing (Premium Blogging), AI Consulting, Career Strategy, AI Mentoring/Training.

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🗺️ Where to Find My Content

To make sure you get exactly what you’re looking for without overlapping content, I maintain a strict focus for each platform. Here is how I divide my writing across the platforms listed in my menu:

1. Substack (My Premium Hub)

• What to Expect: Synthesis, Future Trends, & Insider Mentoring.
• Content Types: My “Life in 2050” series, weekly roundups of the AI landscape, deep thoughts on the societal impact of AI, and exclusive career strategy/mentoring insights.
• Who it’s For: My most loyal followers, mentees, and newsletter subscribers.

2. Medium (Deep-Dive Technical Architecture)

• What to Expect: Long-form, high-level technical concepts and architectural patterns.
• Content Types: Extensive guides on LLMs/LMMs, Design Patterns vs. Antipatterns, and complex optimization structures.
• Who it’s For: Tech leads, senior engineers, and AI practitioners looking for premium tech insights.

3. HackerNoon (Edge Tech & Web3 Space)

• What to Expect: Bleeding-edge, disruptive technology.
• Content Types: Blockchain, Decentralized Finance (DeFi), Web3 integrations, and localized AI (Local LLMs, SLMs).
• Who it’s For: The hacker and startup community, crypto enthusiasts, and decentralization advocates.

4. HashNode (The Heavy Coder’s Playbook)

• What to Expect: Code-heavy problem solving and implementations.
• Content Types: In-depth tutorials on Python, Mojo, IBM Qiskit, and Test-Driven Development (TDD).
• Who it’s For: Software engineers and developers looking for copy-pasteable code, rigorous tutorials, and open-source contributions.

5. LinkedIn (My Professional Storefront)

• What to Expect: Professional branding, B2B consulting, and service promotion.
• Content Types: High-level observations on AI in the enterprise, career strategy tips, case studies from Augmentron Consultancy, and promotional posts for my Premium Ghostwriting services.
• Who it’s For: Potential clients, corporate recruiters, business leaders, and enterprise peers.

7. Reddit (Authentic Community & Discussions)

• What to Expect: Authentic community participation and deep-in-the-weeds problem solving.
• Content Types: Raw discussions, answering niche questions in specialized subreddits (e.g., r/MachineLearning, r/LocalLLaMA, r/QuantumComputing). I often share snippets here that link back to my Substack/Medium for the full answer.
• Who it’s For: Highly technical, community-driven users looking for unfiltered discussions.

8. Quora (“Ask the Coach”)

• What to Expect: Direct Q&A for career and beginner AI topics.
• Content Types: Answering specific questions like “How to master AI,” AI career strategies, and fundamental Gen AI concepts.
• Who it’s For: Beginners, students, and anyone looking for direct mentorship and roadmap advice.

9. MuckRack (My PR Portfolio)

• What to Expect: This is strictly my definitive writer’s resume.
• Content Types: I use this exclusively to curate and showcase my absolute best published work from other platforms.
• Who it’s For: Editors, publications, PR agencies, and high-ticket ghostwriting/journalism clients.

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