Freelance Prompt Engineers in BhiwandiFreelance Prompt Engineers in Bhiwandi
Modern web developer helping brands grow online.
$1k+
Earned
1x
Hired
186
Followers
Modern web developer helping brands grow online.
Founder at NextGen Annotator | AI Data Annotation | QA.
New to Contra
Founder at NextGen Annotator | AI Data Annotation | QA.
I build AI agents & internal tools that act on data
12
Followers
I build AI agents & internal tools that act on data
Co-founder | AI Dev @ BubblebitX ⚑
Co-founder | AI Dev @ BubblebitX ⚑
Web Developer for landing pages, sites & responsive UI
New to Contra
Web Developer for landing pages, sites & responsive UI
Cover image for Fluffless: Deterministic AI Proposal Engine
Project
Fluffless: Deterministic AI Proposal Engine Project Overview / TL;DR A high-performance Next.js web application that forces LLMs to write hyper-direct, senior-level technical pitches by anchoring generation to a persistent, client-side profile vault. The Problem: The freelance market is flooded with generic, AI-generated proposals that read like bloated cover letters. Clients ignore them because they lack technical depth and focus on "marketing fluff" rather than execution. Additionally, existing tools create massive UX friction by forcing users to manually re-type their past work experience for every single pitch. The Solution: I architected and deployed Fluffless to solve both the output quality and the user friction. I bypassed standard AI wrappers to build a constraints-based engine that only generates technically sound, highly specific proposals. Key Technical Execution: Client-Side "Profile Vault": To eliminate repetitive data entry, I engineered a persistent LocalStorage architecture. Users input their raw technical resume once, and the application silently passes this base context to the AI for all future generations, reducing user input to just the target job description. Heavyweight AI & Prompt Engineering: I integrated the Groq API utilizing the massive Llama-3.3-70B reasoning model. I engineered a strict, one-shot prompt architecture loaded with negative constraints to completely strip out default "AI-speak" (e.g., words like leverage, delve, seamless) and force a rigid 4-step psychological sales structure (Hook -> Proof -> Execution -> Technical CTA). Native Streaming Architecture: When the standard Vercel AI SDK introduced silent failures due to protocol mismatches, I bypassed the abstraction entirely. I built a custom, native JavaScript fetch and TextDecoder implementation to guarantee 100% stable, low-latency text streaming directly to the UI. My Role: Lead Full-Stack Developer & Prompt Engineer Tools & Technologies: Next.js (App Router) React Tailwind CSS Groq API (Llama-3.3-70B) Vercel Project Links: Live Site: https://fluffless.vercel.app/
4
3
104
AI Visual Design - SaaS Product Designer & Framer Developer.
$1k+
Earned
4x
Hired
5.0
Rating
118
Followers
AI Visual Design - SaaS Product Designer & Framer Developer.