Ashish Kumar

Ashish Kumar

AI Engineer | 6 yrs LLM & RAG Builder

About

AI engineer who builds AI infrastructure, not just AI features. Built a token-metering and LLM observability platform from scratch; prompt caching cut LLM token costs ∼90%. 6 years in production software, the last 2+ on AI/LLM systems: RAG, agentic workflows (LangChain, LangGraph), multimodal document intelligence (YOLOv11 + Vision LLMs), Text-to-SQL, and event-driven architecture – serving 1,000+ users across 10 enterprise tenants on GCP. Leads 5 engineers across Python, FastAPI, Java, Node.js, and React.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

Forums

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20d ago

Job Radar - 13 job boards, one sweep, only the roles that can hire you

Other tools surface more jobs. Job Radar removes the ones that were never yours. One sweep, 13 remote boards, then four auditable rules: can they hire from India, is the pay real, is it your level, is it your kind of role. 11,794 → 2,500. Those get scored against your actual résumé; 15 get read properly — strengths, must-have gaps, which gap gets you rejected. Every step shows what it dropped and why. The résumé tailoring refuses to claim a stack you can't prove. You always press submit.
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7mo ago

CryptoLens — AI-Powered Crypto Research - Turn Crypto YouTube Into a Searchable AI Brain

CryptoLens is an AI research agent I built to turn hours of crypto YouTube analysis into a searchable, conversational knowledge base. Instead of manually digging through hundreds of videos, users can simply ask a question in plain English. The system retrieves the most relevant insights from multiple creators, synthesizes a clear answer, and provides exact video, channel, and timestamp citations. The goal: make crypto research fast, structured, and actionable.
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8mo ago

CryptoLens — Turn a YouTube channel into your personal research analyst

Ever wanted to ask "what did Cowen say about BTC dominance in 2023?" and get an instant, cited answer without scrubbing through hours of videos?

That's CryptoLens.

It ingests a crypto analyst's entire YouTube library into a vector database and lets you chat with years of historical analysis with source links and timestamps for every answer.

Key features:

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