Nisha Rajendran Email & Phone Number

Toronto, Ontario, Canada

Implementation of GenAI in automating report generation.

Toronto, Ontario, Canada

- Spearheaded the development of POCs to demonstrate the feasibility and potential impact of AI/ML solutions to complex business challenges using GenAI.- Built LLM pipelines using Azure Studio services for unstructured PDF data leveraging embeddings and vector databases.- Developed and deployed a Chatbot leveraging RAG with a user-friendly interface.

Toronto, Ontario, Canada

- Represented University of Toronto in Convocation Hall duties, assisting guests and students- Represented University of Toronto in other on-campus events

Toronto, Ontario, Canada

- Provided hands-on technical support to the professors with the technologies in the classroom- Worked together with technical co-pilot

Scarborough

- Introduced students with no prior experience in programming knowledge to programming concepts in Python including SQL and database interfaces and OOPS concepts.- Conducted weekly hands-on lab and doubt clearing sessions to over 60 students

- Conducted weekly hands-on tutorials on PostgreSQL, JDBC and doubt clearing sessions to over 30 students fostering deep understanding of Database Management System.- Coordinated with the professor in preparing the tutorial materials, assignments and exams and grading them.

- Deployed a RAG model to automate the generation of Management Discussion and Analysis (MD&A) from the annual report using Langchain. - Integrated prompt engineering techniques for Question Answer retrieval improving the response of LLM by 60%- Experimented with fine-tuning LLMs to automate financial reporting enhancing the accuracy of the report.

Toronto, Ontario, Canada

- Conducted lectures and hands-on exercises for students to reinforce basic to advanced python concepts.- Improved students’ performance in Canadian Coding Competition.- Prepared unique test material to access students’ understanding and progress.

Chennai, Tamil Nadu, India

- Worked on the ‘Workday’ project and created test scenarios and test cases based on the analysis made from the functional requirements.- Executed and documented the test cases, test logs and test reports in Microsoft Excel following Agile methods.- Led a 3-member team ensuring informed, collaborative, and timely decision making and maintaining effective.

Master Of Engineering - Meng, Electrical And Computer Engineering, Emphasis In Data Analytics And Machine Learning

Courses : Foundations of Data Analytics and Machine Learning, Introduction to Machine Learning, Data Mining, Introduction to Cloud.

Bachelor Of Engineering - Be, Electrical And Electronics Engineering

Schooling