Mayank Pratap Singh

Designed and delivered interactive lesson plans, helping over 500 students achieve Goethe A1-B2 certifications with tailored teaching methods. Improved students’ communication and overall personality. Tools: Google Meet, Google Forms, Zoom, MS Excel.

Analyzed a large RNA-centered knowledge graph by leveraging OntoGPT and various LLMs (ChatGPT 3.5, GPT-4, LLaMA2) to extract triples (subject, predicate, object). Conducted link prediction and node classification using random forest and decision tree on the extracted triples. Visualized node embeddings with t-SNE. Tools: Python, OpenAI, Llama2, ChatGPT 3.5 Turbo, OntoGPT, Skip-gram, CBOW, Word2Vec, OWL2Vec, ComplEx, DistMult, GCN, RGCN, TransE, RotatE, GATConv, t-SNE, GRAPE, Random Forest.

• Managed financial data, including fees, inventory, and expenses, using MS Excel and SQL, resulting in improved record accuracy and organisation. • Increased business profitability by 10-15% annually by optimizing sales tracking, cost management, and data-driven decision-making. • Streamlined operations by 15% through the use of SQL and interactive sheets, improving data extraction and organisation. • Tools: SQL, PowerBI, MS Excel, Google Sheets.