Karthikeyan
Chennai, Tamil Nadu, India
Experience: 1 years
Open to: Full-Time
Education: Bachelors
Availability: Immediate
Skills: Automation Anywhere, AWS, Azure, CPP, Docker, iOS, Jupyter Notebooks, LLMs/ChatGPT, Matplotlib, MongoDB, MySQL, NumPy, pandas, PostgreSQL, PySpark, Python, Python3, PyTorch, Scala, scikit-learn, TensorFlow
Previously worked at: IT Service Companies, Product Companies
Assessment Score: 100
- Educational Background: The candidate is a recent graduate from Amrita University with a Bachelor of Technology in Computer Science, specializing in Artificial Intelligence, currently maintaining a CGPA of 7.7. Their academic foundation supports their expertise in AI and Machine Learning.
- Internship Experience: The candidate has gained hands-on experience as an AI/ML Engineer intern at BOSCH Bangalore, where they developed a voice chatbot fine-tuned on domain-specific language models for edge devices. They also worked on data preparation and fine-tuning techniques like LoRA, QLoRA, and Retrieval-Augmented Generation (RAG).
- Key Research Contributions: The candidate has published research in the area of communicable disease prediction, using machine learning and deep learning algorithms to forecast the spread of diseases such as Dengue and Chikungunya in Kerala. The research was accepted for publication in October 2023.
- Project Development: The candidate has worked on several impactful projects, including an end-to-end mobility voice chatbot for software-defined vehicles, where they implemented advanced techniques like RAG and fine-tuned models like Whisper. They also developed systems for detecting natural disasters using deep learning models and forecasting disease spread based on climatic variables.
- Technical Skills: Proficient in Python, MATLAB, and various AI/ML libraries including LlamaIndex, Langchain, HuggingFace, and Sentence-Transformers. The candidate is also skilled in data manipulation using Pandas, Numpy, and Sklearn and is familiar with multiple operating systems such as Windows, Ubuntu, and MacOS.
- Leadership and Community Engagement: The candidate demonstrated leadership as the Hospitality Team Head at Anokha Fest, managing logistics and guest services, and actively contributed to community activities such as volunteering for blood donation drives and participating in marathons.