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RameshKoppad/README.md

Hi πŸ‘‹, I'm Ramesh D Koppad

AI Engineer | Generative AI Specialist | Prompt Engineer | LLM Evaluator | Professional Freelancer | Data Annotation Expert

rameshdkoppad


πŸš€ About Me
I'm a passionate Generative AI Engineer with strong roots in Prompt Engineering, LLM Evaluation, and Data Annotation. I’ve worked on multiple production-level AI tasksβ€”ranging from meta-prompting and LLM agents to evaluating multilingual model responses and training models for real-world use cases.

πŸ’Ό As a Freelancer, I’ve contributed to global projects focusing on:

  • Generative AI, Prompt Engineering
  • Multi-turn and single-turn LLM response grading
  • High-quality prompt engineering for OpenAI, Anthropic, and Google models
  • Preference ranking, data augmentation, classification & annotation, Linguistics Programming
  • RLHF-based tuning, and generative image/text tasks, Vision-Language Models(VLMs)

🧠 My Tech Stack

Core AI & ML

  • GenerativeAI, Advanced Prompt Engineering, LLM Prompting, Meta-Prompting, Prompt Chaining, Retrieval Augmented Generation(RAG), LangChain, Vector Databases(VDBs)
  • Large Language Models(LLMs)(GPTs, Claude, Gemini, LLaMA, Grok, DeepSeek)
  • LLM Fine-Tuning, LLM Evaluation, LLM Agents, AI Agents, Reinforcement Learning with Human Feedback(RLHF), Preference Ranking, Data Annotation & Labeling, Model Context Protocol(MCP)
  • Machine Learning(ML), Deep Learning(DL), Natural Language Processing(NLP), Computer Vision(OpenCV)
  • MLOps

Programming

  • Python, JavaScript
  • PyTorch, TensorFlow, Keras, Scikit-learn, NumPy, Pandas

Tools & Platforms

  • OpenAI(GPTs - ChatGPT), Google(Gemini), Anthropic(Claude, Meta(LLaMA), Perplexity AI, DeepSeek, Grok, Midjourney, DALLΒ·E, Stable Diffusion, Canva, Google(Veo3, Flow, Nano-Banana), Filmora, Data Annotation Tools(Labelbox, Universal Data Tool etc).
  • Jupyter Notebook, Google Colab, Notebook LM, AWS, GCP, Labelbox, Docker.
  • Platforms & Utilities: APIs (ChatGPT, Claude, Gemini, etc.), SQL, MS Excel, Word, PowerPoint, MS Office.

Soft Skills

  • Leadership | Critical Thinking | Decision Making | Analytical Reasoning & Thinking| Technical Research | Problem Solving
  • Googling | Time Management | Team Collaboration | Teamwork | Active Listening
  • Multilingual Fluency (English & Kannada)

PROFESSIONAL EXPERIENCE

Freelancer | Language Model Trainer, LLM Evaluator, Prompt Engineer, Data Annotator, AI Researcher, Classification Expert, STEM Expert June 2024 – Present

  • Worked on LLM evaluation, prompt engineering, and generative model assessment across single-turn and multi-turn conversations.
  • Specialized in data annotation, classification across domains, and grading model responses using high-quality feedback.
  • Generated and ranked pre-generated/custom prompts; performed relevance, similarity, response quality, and preference evaluation.
  • Contributed to tasks including transcription, translation, data collection, response rewriting/summarization, data augmentation, and content quality analysis.
  • Performed Research on some of popular AI related papers on arXiv, alphaXiv etc using Google Notebook LM and other Data Annotation & AI Tools.

Skills: LLM Evaluation, Prompt Engineering, Generative AI, Annotation Labeling, Classification, Content Understanding, Data Augmentation, Preference Ranking, Relevance Evaluation, Similarity Evaluation, Response Generation, Grading.

AI Language Model Trainer (Freelancer) – Outlier AI Jan 2024 – June 2024

  • Worked as a Language Model Trainer and Prompt Engineer with a focus on Kannada language prompts and multilingual model training.

Skills: Generative AI, LLMs, Prompt Engineering

Data Analytics Engineer Intern – Hatch Consultant (Black Sand Commodities), Abu Dhabi/Dubai(Remote) Sep 2023 – Dec 2023

  • Interned at one of the largest coal trading firms; conducted vessel tracking and data analysis using GeoJSON and Excel.
  • Created linestrings and polygons for route tracking; analyzed vessel speed, direction, and trip details.

Skills: Python, Data Analysis, Excel

Deep Learning Engineer Intern – AI India Innovation Center, Pune(Remote) Jan 2023 – Mar 2023

  • Focused on GANs and deep learning projects using PyTorch, contributing to generative modeling and image synthesis tasks.

Skills: PyTorch, Generative Adversarial Networks (GANs)

Machine Learning with Python – Academic Internship, Techfortune Technologies, Bengaluru

  • Worked on core ML and DL algorithms using Python, with hands-on implementation in Google Colab and Jupyter Notebook.
  • Focused on foundational machine learning, deep learning, and NLP projects.

🎯 Current Focus

  • Designing prompt chains for intelligent AI agents
  • LLM fine-tuning, LLM-evaluation, and prompt optimization, refinement, distillation
  • Building GenAI-powered applications with LangChain, RAG & LLMs
  • Building AI powered agents with MCP
  • Context engineering along with prompt engineering

πŸ› οΈ PROJECTS


πŸ“š CERTIFICATIONS

  • Generative AI Masters 2025 - NLP, Transformers & Gen AI!! – Udemy
  • Evaluating Generative Models: Methods, Metrics & Tools – Udemy
  • Mastering LLM Evaluation- Build Reliable Scalable AI Systems – Udemy
  • From Prompt Engineering to Agent Engineering – Udemy
  • Mastering Context Design for Intelligent AI Agents – Udemy
  • Mastering Generative AI- LLMs, Prompt Engineering & More! – Udemy
  • Generative AI Essentials - Practical Use Cases – Udemy
  • Jumpstart Python & Gen AI- Zero to Hero for Beginners – Udemy
  • ChatGPT Prompt Engineering- 60,000+ Prompts | Generative AI – Udemy
  • All of AI: ChatGPT, Midjourney, Stable Diffusion & App Dev – Udemy
  • Llama 4: AI Mastering Prompt Engineering – Udemy
  • Deep Dive into OpenAI Models: Master o3, o4-mini & Beyond – Udemy
  • The Complete Prompt Engineering for AI Bootcamp (2025) – Udemy
  • ChatGPT Masters: Generative AI, Prompt Engineering, Chat GPT – Udemy
  • Mastering Generative AI- ChatGPT, Gemini, DALL-E & More – Udemy
  • Natural Language Processing – Zero to NLP by Jovian.ai

πŸŽ“ EDUCATION

  • πŸ“– PG Diploma in Artificial Intelligence & Machine Learning, University of Hyderabad + AppliedRoots (2021-2022) CGPA = 6.0
  • πŸŽ“ B.E. in Computer Science and Engineering, VDIT Haliyal (2020) - CGPA = 6.9

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πŸ”– "Combining creative intelligence with language models to power the next generation of AI applications."

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