Tarun Dachepally
Hyderabad
Summary
Results-driven AI Engineer with 2 + years of extensive experience developing and implementing cutting-edge artificial intelligence solutions to drive business growth and innovation. Skilled in machine learning, deep learning, natural language processing, and computer vision algorithms. Proven track record of leveraging AI technologies to deliver impactful solutions in various industries. Effective communicator and collaborator with a strong problem-solving mindset. Passionate about pushing the boundaries of AI to create intelligent systems that enhance productivity and efficiency. Looking to leverage my expertise to tackle complex challenges and drive transformative change in a dynamic organization.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Software Engineer
HCL Technologies
09.2023 - Current
- Developed a conversational AI chat assistant leveraging Retrieval-Augmented Generation (RAG) using Langchain framework, ChromaDB, PostgreSQL, and Streamlit for an interactive UI.
- Implemented AI agent tools enabling external API integrations, such as web search capabilities, to enhance assistant functionality.
- Fine-tuned models using LoRA (Low-Rank Adaptation) and PEFT techniques to build a code assistant, achieving high accuracy and BLEU scores.
- Generated synthetic data from existing datasets to improve model training and generalization.
- Performed comprehensive model evaluation using standard metrics to assess performance and guide improvements.
- Integrated model context protocols to facilitate seamless interaction with external data sources and APIs.
- Containerized the code assistant application using Docker, and deployed it on Google Cloud Platform (GCP) Virtual Machines for scalable hosting.
- Packaged and deployed ML/AI applications with end-to-end pipelines for production use.
- Strong expertise in Agentic AI workflows and machine learning frameworks including TensorFlow, PyTorch, scikit-learn, pandas, and NumPy.
Education
B.Tech - Computer Science & Engineering
Vignan Institute of Technology And Science
07.2023
Skills
- Python,SQL
- Langchain & LangGraph
- Prompt Engineering
- Machine Learning
- Pandas,Numpy
- TenserFlow, PyTorch,Scikit-Learn
- Fine Tuning LLM
- RAG(Retrieval Augumented Generation)
- AI Agents & Agentic AI
- MLOps & LLMOps
- HuggingFace, OpenAI,Claude AI,IBM Watsonx
- Model Context Protocol(MCP)
- PostgreSQL Database
- FastAPI, Streamlit
- Model Evaluation
- VectorStore Database(Chromdb, Pinecone,Faiss)
Certification
- Langchain-Develop LLM powered applications with langchain, Udemy
- Programming Essentials in Python, Open EDG Python institute
- Introduction to Open AI API & ChatGPT API for Developers, Udemy
- Intro to MCP (Model Context Protocol), Udemy
Publications
Prophesying Velocity of Wind Using Machine Learning Algorithms:
We published a research paper in a Springer publication
https://link.springer.com/chapter/10.1007/978-3-031-84513-0_31
Timeline
Software Engineer
HCL Technologies
09.2023 - Current
B.Tech - Computer Science & Engineering
Vignan Institute of Technology And Science
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