Vikash Kumar

Vikash Kumar Rajgir, Bihar
+91 92625 61476

I am writing to express my keen interest in your organization. With a strong foundation in both data science and software engineering, I am passionate about building scalable, intelligent systems that solve complex real-world problems.My technical expertise lies in developing end-to-end machine learning applications. Recently, I architected a local LLM-powered chat application, utilizing LangChain and LLaMA2 (Ollama) with a Streamlit interface. This project honed my ability to work with large language models and integrate them into user-friendly environments, a skill set I am eager to apply to your team's initiatives.In addition to generative AI, I have deeply explored the intersection of finance and machine learning. Moving beyond traditional analysis, I engineered a Stock Price Prediction web application with a Django backend, deploying LSTM deep learning models to forecast market trends. To support this, I built a robust real-time financial data streaming system using WebSockets and the Alpaca API. This hands-on experience in managing data pipelines and deploying models has given me a practical understanding of the MLOps lifecycle.My proficiency in Python, SQL, and Deep Learning frameworks, combined with my background in financial time-series forecasting (comparing VAR and MC-LSTM models), positions me to contribute effectively to your engineering team. I am confident that my ability to bridge the gap between theoretical modeling and production-grade deployment makes me a strong candidate for this role.Thank you for considering my application. I am eager to discuss how my project experience and technical skills can contribute to your company's success.

Sincerely,

Vikash Kumar