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Hi, Let's turn your AI vision into reality! I'm a Top-Rated Plus AI Engineer specializing in enterprise-grade AI solutions, multi-agent systems, and scalable backend architecture. With 3+ years of focused AI development experience and a proven track record at multinational companies, I transform complex business requirements into intelligent, production-ready applications that drive measurable results. 🎯 Core Specializations: Agentic AI & Multi-Agent Systems Expert in building cutting-edge agentic applications using LangGraph, CrewAI, and Model Context Protocol (MCP). I develop custom multi-agent architectures tailored to specific business use cases, enabling intelligent automation and decision-making systems. Advanced RAG Applications Built 8+ production RAG systems with self-RAG and adaptive architectures. Specialized in implementing evaluation frameworks and optimizing retrieval accuracy for enterprise-scale applications across multiple industries. LLM Fine-tuning & Cost Optimization Proven expertise in instruction fine-tuning (GPT-4o mini), custom model training, and cost-effective model replacement strategies. Successfully reduced client AI costs by up to 40% while maintaining performance through strategic open-source model implementation. Enterprise Backend Development Master-level proficiency in Python (FastAPI, Flask), database design with Alembic versioning, and cloud deployment across AWS, Azure, and GCP. Built scalable systems handling enterprise-level workloads with robust CI/CD pipelines. 💡 Technical Arsenal: AI/ML Frameworks: LangChain, LlamaIndex, Ollama, TGI, VLLM Vector Databases: Weaviate, Pinecone, FAISS, ChromaDB Data Processing: PDF, DOCX, PPTX, Excel, images (OCR), web scraping Models: OpenAI, Claude, Gemini, fine-tuned open-source models MLOps: Docker, CI/CD pipelines, Airflow, model versioning, evaluation frameworks Computer Vision & NLP: Custom model training, Stable Diffusion, OCR optimization Backend: PostgreSQL, MySQL, MongoDB, database versioning with Alembic Cloud & DevOps: AWS, Azure, GCP, containerization, Scalable deployment ✅ Why Choose Me: Proven Excellence: Top-rated freelancer with enterprise-level project experience and multinational company background and startup companies Innovation-Driven: Stay ahead of AI trends, implementing cutting-edge technologies like MCP, adaptive RAG, and latest LLM advancements daily Cost-Conscious Solutions: Specialize in building high-performance AI systems that optimize costs without compromising quality Full-Stack Capability: While AI/ML focused, I possess frontend integration skills and can deliver complete end-to-end solutions Exceptional Collaboration: High availability, flexible timing, proficient with GitHub/GitLab workflows, and always eager to explore new technologies Quality Standards: Write production-grade code, implement proper testing frameworks, and follow industry best practices for maintainable and scalable solution.

I'm a Top-Rated AI Engineer specializing in enterprise-grade AI solutions, multi-agent systems, scalable backend architecture and data engineering solution. With 1+ years of focused AI development experience and a proven track record at multinational companies, I transform complex business requirements into intelligent, production-ready applications that drive measurable results. Core Specializations: Agentic AI & Multi-Agent Systems Expert in building cutting-edge agentic applications using LangGraph, CrewAI, and Model Context Protocol (MCP). I develop custom multi-agent architectures tailored to specific business use cases, enabling intelligent automation and decision-making systems. Advanced RAG Applications Built 10+ highly secured production RAG systems with self-RAG and adaptive architectures. Specialized in implementing evaluation frameworks and optimizing retrieval accuracy for enterprise-scale applications across multiple industries. LLM Fine-tuning & Cost Optimization Proven expertise in instruction fine-tuning (GPT-4o mini), custom model training, and cost-effective model replacement strategies. Successfully reduced client AI costs by up to 40% while maintaining performance through strategic open-source model implementation. Enterprise Backend Development Master-level proficiency in Python (FastAPI), database design with Alembic versioning, and cloud deployment with AWS. Built scalable systems handling enterprise-level workloads with robust CI/CD pipelines. Technical Arsenal: AI/ML Frameworks: LangChain, Langgraph, Ollama, VLLM, Vector Databases: Qdrant, FAISS, ChromaDB Data Processing: PDF, DOCX, PPTX, Excel, images (OCR), web scraping Models: OpenAI, Claude, Gemini, fine-tuned open-source models MLOps: Docker, CI/CD pipelines, Airflow, model versioning, evaluation frameworks Computer Vision & NLP: Custom model training, Stable Diffusion, OCR optimization Backend: PostgreSQL, MySQL, MongoDB, database versioning with Alembic Cloud & DevOps: AWS, containerization, Scalable deployment Big Data Processing: Apache spark, pyspark, Airflow, Databricks, SQL, DBT Reinforcement Learning: Stable Baselines, Gymnasium Time series prediction: SARIMA, ARIMA, FBProphet 🧠 Why Choose Me: Proven Excellence: Top-rated freelancer with enterprise-level project experience and multinational company background and startup companies Innovation-Driven: Stay ahead of AI trends, implementing cutting-edge technologies like MCP, adaptive RAG, and latest LLM advancements daily Cost-Conscious Solutions: Specialize in building high-performance AI systems that optimize costs without compromising quality Full-Stack Capability: While AI/ML focused, I possess deployment skills and can deliver complete end-to-end solutions Exceptional Collaboration: High availability, flexible timing, proficient with GitHub/GitLab workflows, and always eager to explore new technologies Quality Standards: Write production-grade code, implement proper testing frameworks, and follow industry best practices for maintainable and scalable solution. What I can help you build Production-ready MVPs using LLMs, RAG pipelines, and AI agents from idea to deployment Research-driven AI solutions for new products, including model selection, evaluation, and experimentation Custom AI agents (coding, research, content, automation) using modern agent frameworks Fine-tuned open-source LLMs (SFT / RLHF / RLVR) hosted privately or on-prem Scalable backends & APIs (FastAPI) to integrate AI into real systems Keywords: AI agent, AI developer, Chatbots, AI Automation, Langchain, Langraph, n8n, VAPI, Retell AI, GHL, make,

Expertise in High-Stakes Data Annotation for AI/ML As a dedicated Data Annotation Specialist with over 3 years of experience, I bring a proven track record of delivering the precise, high-quality datasets required to build and refine advanced AI and Machine Learning models. My unique strength lies in my ability to handle complex, domain-specific data across multiple critical industries, ensuring the accuracy and contextual relevance of your training data: - Medical/Healthcare: Expertise in annotating sensitive biological and radiological imagery, focusing on precise segmentation and classification for diagnostic support systems. - Autonomous Vehicles (AV): Proficient in complex 2D, 3D, and time-series annotation, including lidar point cloud, semantic segmentation, and tracking of objects in motion. - Agritech: Experience with imagery related to crop health, disease identification, aerial mapping, and environmental monitoring to power precision agriculture. I am more than just a labeler; I am a Quality Partner. I ensure strict adherence to guidelines, maintain high throughput, and possess a strong understanding of how annotation quality directly impacts model performance. I am ready to jump into your project and deliver the clean data you need to succeed.

FULLTIME FREELANCER, 24/7 Support "AI doesn’t fail because of algorithms — it fails because of poor data." I am a Software Engineer with strong expertise in Artificial Intelligence, Data Annotation, and AI model training. Behind every successful AI system is high-quality data, and I specialize in building accurate, scalable, and reliable datasets that improve model performance and reduce costly errors. For the past 4 years, I have worked as a Data Annotation Team Lead for multiple companies, managing annotation workflows, quality assurance, and large-scale AI data projects. My experience covers image, video, audio, and text annotation across a wide range of AI and machine learning applications. I have hands-on expertise in: Image & Video Annotation Audio Annotation & Transcription Named Entity Recognition (NER) Text Classification Sentiment Analysis Search Relevance Data & Content Moderation Bat Call Analysis using Spectrograms I am highly skilled with annotation techniques and tools including: Bounding Box Polygon Polyline Keypoint Cuboid Ellipse Brush Annotation Platforms I have worked with: Label Studio CVAT V7 Darwin Roboflow Labelbox Alegion DataLoop Datasaur Lucy Analytics Loft 2 VGG Image Annotator I focus on precision, consistency, and delivering high-quality annotated data that helps AI products perform reliably in real-world environments. Whether you need a skilled annotator, QA specialist, or annotation team lead, I can provide dependable support and outstanding results for your project.

PROFESSIONAL DOCUMENT DESIGN & PUBLISHING THAT BRINGS YOUR IDEAS TO LIFE ✅ TOP RATED PLUS Freelancer ✅ 15+ Years of Experience in Document Formatting, Publishing & Graphic Design ✅ 340+ Successfully Completed Projects ✅ 500+ Professional Documents Delivered Worldwide ✅ Fast Turnaround & Urgent Support Available ✅ Trusted by Corporate, Publishing, Research & Business Clients I help businesses, publishers, consultants, and organizations create professional, publication-ready documents and document systems using Microsoft Word, Adobe InDesign, PowerPoint, and AI-assisted workflows. With over 15 years of experience, I specialize in transforming complex content into clean, visually polished, brand-consistent documents that are ready for publishing, printing, presentation, or distribution. I provide professional support for: • Annual Reports • White Papers • Business Proposals • KDP Paperback & Kindle Formatting • Corporate Templates • Research Reports & Thesis Formatting • Investor & Executive Documents • PowerPoint Presentations • AI-Generated Document Cleanup & QA • PDF Publishing & Accessibility Formatting I also provide highly accurate Nepali and Hindi transcription services for: • Interviews • Podcasts • YouTube Videos • Meetings • Lectures • Research Content All transcripts are delivered with clean formatting, proper structure, speaker organization, and professional presentation. I combine technical formatting expertise with strong visual communication and publishing standards to ensure every document is: ✔ Professionally structured ✔ Brand consistent ✔ Easy to edit and maintain ✔ Print & digital ready ✔ Visually polished ✔ Delivered on time ━━━━━━━━━━━━━━━━━━ CORE SERVICES ━━━━━━━━━━━━━━━━━━ 📘 Document Formatting & Publishing • Word document formatting & layout design • KDP paperback & Kindle formatting • White paper & annual report formatting • Business proposal design • Thesis & APA 7 formatting • Multi-level Table of Contents • List of Tables & Figures • References & Citations • Section-based formatting • Mail merge & labels • PDF publishing & conversion 📗 Document Systems & Templates • Branded Word templates • Corporate document systems • Reusable proposal templates • Style consistency systems • Automated formatting structures 📙 AI Document Cleanup & QA • Cleanup of AI-generated documents • Formatting consistency checks • Typography & layout improvements • Publishing quality assurance • PDF correction & optimization 📕 Graphic Design & Presentation Design • Editorial design • Brochures & catalogues • Social media graphics • PowerPoint presentation design • Book cover design • Photo editing & retouching ━━━━━━━━━━━━━━━━━━ TOOLS AND SOFTWARE ━━━━━━━━━━━━━━━━━━ • Microsoft Word • Microsoft PowerPoint • Microsoft Excel • Adobe InDesign • Adobe Illustrator • Adobe Photoshop • Adobe Acrobat Pro ━━━━━━━━━━━━━━━━━━ WHY CLIENTS WORK WITH ME ━━━━━━━━━━━━━━━━━━ ✔ 15+ years of specialized experience ✔ Strong attention to detail ✔ Fast communication ✔ Reliable turnaround time ✔ Long-term client support ✔ High-quality professional output ✔ Experience with complex documents ✔ Confidentiality & professionalism ━━━━━━━━━━━━━━━━━━ PRICING OPTIONS ━━━━━━━━━━━━━━━━━━ 1️⃣ Monthly Retainer Starting from $2,000/month Dedicated support for recurring formatting, publishing, compliance, and document production needs. Ideal for: • Agencies • Publishers • Consultants • NGOs • Research teams • Corporate clients 2️⃣ Hourly / Fixed Price Flexible pricing available for one-time or project-based work. I am committed to delivering accurate, polished, and publication-ready work that helps clients present their content professionally and confidently. Feel free to contact me to discuss your project requirements. I look forward to working with you.

✅computer engineer focused on data science on ML/AI/Computer vision ✅5 years experience as research assistant ✅ BI and healthcare data expert: GCP, hadoop, AWS, spark, Kafka, power BI, tableau, Looker studio integration for businesses and healthcare automation. ✅Photoshop & adobe illustrator /Figma professional designer ✅Data scientist expert in SQL, notebooks, spark, pandas, Matlab, ETL pipelines ✅tensorflow, Keras and pytorch implementation ✅AI & ML developer & expert in computer vision ✅ Electronics Engineer | Reports & Simulation services | Arduino and raspberry pi AI-IoT based system expert ✅Hugging face, LLMs, llama, zapier, RAG, openAI expert ✅python expert in Django, flask, rest API, and all ✅ computer vision specialist: pyTorch, torchvision, Transfer learning, YOLO, diffusers ✅ Tutoring **TOP-RATED FREELANCER*** ✅ Computer engineer | Reports & Simulation with matlab & matplotlib | ✅ Tutoring subjects related to science & humanities in Engineering, Chemistry, Physics, and Mathematics, Python, AI & data science ✅ Professional Nepali-English-Nepali |Translation, Voice over, Subtitles| ✅ Wordpress | Woocommerce |SEO | Content management & Publsihing plus proficient web developer ✅ Graphics Designing- Adobe Photoshop and Illustrator jobs. ✅Virtual and Research Assistant ✅React, node.js expert More About my Services ✅Computer Engineer | Reports & Simulation with | I have specialized in Computer & electronics Engineering and I am a TOP-RATED elite freelancer looking forward to challenging work to serve a team that could utilize my... ✅Embedded systems Engineer | developing different hardware projects ideas in proteus simulator ✅Hardware engineering | Firmware developer ✅React, node.js , django developer ✅ ETL / ELT pipelines developer and familiar to SQL and no SQL databases 👉I am a data expert familiar to ETL pipelines 👉I am an experienced maths and physics tutor plus python, AI/ML teacher 👉I am passionate about ML and computer vision 👉creating logos and graphics animations ,banners for different projects and companies 👉I have a great UI/ Ux designing skills 👉I have designed logos for many startup companies.. 👉besides i am greatly interested in arduino and node mcu microcontrollers. (Esp 32 & Esp 8266) I have developed my website with nepali own domain .np you can find my services there....biplovpaneru.com.np & i have a great experience with html php and javascript **TOP-RATED FREELANCER***