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Achievement: Public SponsorAchievement: Quickdraw

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abhishekl-offl/README.md

LinkedIn Substack Email

What Abhishek is building 

const abhishek = {
  location: "Bengaluru, India",
  education: ["IIM Ahmedabad", "NIT Trichy"],
  building: ["AI products", "developer tools", "and useful systems"],
  interested_in: ["AI", "product", "distribution", "system design"]
};

🛠️ Stack

Python TypeScript JavaScript Node.js React Next.js Vite Tailwind CSS Cloudflare Workers Convex Vercel GitHub Actions Anthropic Claude AI Agents Model Context Protocol Retrieval-Augmented Generation BM25 LLM evaluations Context engineering

Highlights

Syndicate AI
A live AI war room where five specialist operators pressure-test systems and agentic workflows.

Live product · React · TypeScript · Convex · Claude

Primer AI
Highlight a company on any webpage and receive an instant, sourced business-intelligence brief.

Public beta · React · WXT · Cloudflare Workers

Signal Desk
A personal technology news desk with explainable relevance ranking across HN, Techmeme, and X.

Next.js · TypeScript · Cloudflare Workers · Drizzle

Evidence First RAG
An evidence-gated retrieval scaffold with contextual BM25, failure routing, and claim-level citations.

Python · RAG · BM25 · Evaluation

Eval-Driven Messaging
An offline-first evaluation harness for testing short-form product messaging against fixed and holdout cases.

Python · LLM evals · Deterministic graders · Anthropic

Workspace as Context
A plain-text architecture that helps humans and AI agents preserve context and retrieve knowledge cheaply.

Python · Markdown · Obsidian · Context engineering

💼 Experience

Cisco · Software Engineer
Data Center Networking (AI/ML). Developed Nexus features used across 4M+ devices, built a web tool that reduced test-command input time by 61%, and automated 6.3K+ tests across 2M+ switches. 		Navi Finserv · Strategy, Lending
Owns initiatives across pricing, offer-to-disbursal conversion, and customer communication for Personal Loans, working across product, engineering, data science, analytics, credit, and legal.
Campus Fund · Investment Partner
Evaluated 70+ startups, led diligence on 10+, supported founders on product and GTM, and led a $1M AI-SaaS investment through Investment Committee approval. 		L'Oréal · E-Commerce Strategy
Built a pricing-intelligence tool processing 30M+ data points across 1.5K+ SKUs and identified approximately ₹18Cr in savings.

📊 Stats

Twelve projects Two years as a Cisco software engineer Nexus features across more than four million devices More than 6300 tests automated Four technology wins and fellowships

🐍 Contributions

Abhishek Loganathan's contribution graph

🏆 Highlights

Highlight
🏆 Global Winner, MIT Bitcoin Expo Hackathon 2021
⚡ Winner, ETHIndia Hackathon 2021
🏔️ Winner, Hack the Mountains 2.0
◎ Recipient of Solana India Fellowship
🌐 SWE at Cisco, ML for Data Center Networking Products
🎓 Member, Google Develop Student Clubs

Building useful things at the intersection of AI, product, and distribution.
LinkedIn · X · Writing · Email

Pinned Loading

  1. eval-driven-messaging eval-driven-messaging Public

    An offline-first evaluation harness for short-form product messaging

    Python

  2. evidence-first-rag evidence-first-rag Public

    Evidence-gated RAG scaffold with contextual BM25, failure routing, and claim-level citations

    Python

  3. primer-ai primer-ai Public

    Primer: highlight any company on any webpage and get an instant, sourced business-intelligence brief.

    TypeScript

  4. signal-desk signal-desk Public

    Personal technology news desk with explainable relevance ranking for HN, Techmeme, and X

    TypeScript

  5. syndicate-ai syndicate-ai Public

    Syndicate: AI agent workforce platform

    TypeScript

  6. workspace-as-context workspace-as-context Public

    A plain-text architecture for humans and AI agents to preserve context, retrieve knowledge cheaply, and ship independent projects.

    Python 1