Previously worked at: IT Service Companies, US-based Companies
Assessment Score: 80
Professional Experience
With 1 year of experience as a Data Analyst at Accenture, Somashekar Reddy Nakka has worked on enhancing PL/SQL scripts, managing teams for data validation automation, and reducing system response time by 25%. His role involved designing solutions for large-scale data analysis to drive strategic decisions and operational improvements.
Educational Background
Somashekar completed a B.Tech in Electronics and Communication Engineering from the National Institute of Technology, Delhi. He is currently pursuing a PGP in Data Science and Machine Learning from Intellipaat and MITx MicroMasters, with certifications in advanced machine learning and data analysis.
Technical Expertise
Proficient in Python, SQL, and machine learning tools and frameworks such as TensorFlow, Keras, PyTorch, Scikit-learn, and Flask. Skilled in exploratory data analysis using Pandas, NumPy, Matplotlib, and Seaborn, as well as in deploying data-driven solutions for enhanced decision-making.
Machine Learning and AI Projects
Led the development of a sales forecasting model using XGBoost and Prophet, achieving an R2 score of 0.85. Developed a movie recommendation system with TensorFlow and optimized it to achieve an MAE of 0.08. Built an AI-powered medical assistance chatbot using Llama2 and LangChain for medical queries.
Certifications and Specializations
Holds certifications in SQL, Python, and Data Science with a focus on machine learning. Currently pursuing a PGP in Data Science and Machine Learning and an Advanced Machine Learning Specialization from Coursera.
Key Achievements
Successfully implemented predictive models that optimized retail inventory management and sales forecasting. Played a crucial role in improving operational efficiency and ensuring database management by automating data validation and issue detection processes.