Prompt Engineering Projects in ThanePrompt Engineering Projects in Thaneπ Scaling Your AI Models or Data Operations? Let Our Team of 40 Handled the Heavy Lifting!
Hey Contra Community! π
Are you struggling to keep up with massive datasets, messy annotations, or slow image verification pipelines?
If you are an AI startup, tech agency, or enterprise looking for a reliable partner to handle high-volume data tasks, we are here to help! I manage a structured, fully trained team of 40 data annotation and QA specialists ready to deploy immediately.
βοΈ What We Bring to the Table:
Massive Volume, Fast Delivery: With 40 people working in sync, we can process thousands of images, posts, or data rows daily without breaking a sweat.
Flawless Quality Control: We donβt just annotate; we implement a strict internal QA layer to ensure 99%+ accuracy before final delivery.
Versatile Expertise: Experienced in Image QA/Review (like matching AI outputs to inputs), Data Labeling (Bounding boxes, tagging), and Large-scale Data Entry (CSV/Sheets management).
πΌ Flexible Setup:
Whether you have a 1-week urgent sprint or need an ongoing monthly workforce, we scale according to your project requirements.
Let's remove the bottleneck from your operations. DM me directly to discuss your project requirements or to set up a quick sample/pilot task! Letβs build something great together. π 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/ Built: SkillMint β An AI Skill Marketplace
I've been working on SkillMint, a marketplace designed for the next generation of AI creators.
Instead of selling traditional digital products, SkillMint lets creators publish and monetize AI-powered assets in one place.
What you can discover or sell:
π€ AI Agents
π§ Prompt Packs
β‘ Automation Workflows
π Templates
π οΈ AI Tools & Resources
The platform focuses on a fast, modern marketplace experience with creator profiles, product pages, search, categories, ratings, and a clean SaaS dashboard.
Built using Bubble, the project demonstrates how powerful no-code can be for shipping production-ready marketplaces with polished UI and scalable workflows.
I'm continuing to expand the platform with creator analytics, subscriptions, improved discovery, and more marketplace features.
Link : https://skillmint-54661.bubbleapps.io/version-test/ π Looking for Large-Scale Data Annotation or Bulk Image QA Projects!
Hello Contra Community! π
I manage a highly efficient, dedicated team of 40 experienced data annotation and visual QA specialists. We are fully equipped to handle bulk workloads with top-tier accuracy and fast turnaround times.
What We Specialize In:
πΌοΈ Image QA & Review: Evaluating AI-generated outputs against source images (bounding boxes, tagging, and multi-outcome classification).
π·οΈ Data Annotation & Labeling: Large-scale categorization, metadata tagging, and object recognition.
π Bulk Data Entry & Verification: Managing and organizing massive datasets seamlessly into structured formats (CSV, Sheets, etc.).
Why Partner With Us?
Scalability: With 40 trained specialists, we can scale up immediately to meet tight deadlines and high volumes.
Quality Assurance: Dual-layer review process to ensure 99%+ accuracy before final delivery.
Flexible Models: Ready for short-term pilot tasks or long-term ongoing contract operations.
If your company, AI startup, or agency is looking to outsource large annotation or image vetting pipelines, letβs connect! DM me directly or invite us to your project. πΌ
My email: k.nazish2924@gmail.com (mailto:k.nazish2924@gmail.com)
