Kalaiarul Sellamuthu

• Developed a Transformer-based sequence-to-sequence model for automatic SQL query translation, replacing the previous regex-based translation approach. • Designed and implemented a custom NLP model using KerasNLP's Transformer Encoder & Transformer Decoder layers, improving syntactic and semantic accuracy in SQL translation. • Built an end-to-end translation pipeline, incorporating Token and Position Embeddings, Multi-Head Attention, and Dropout layers to enhance model performance.

As a Subject Matter Expert for the subject 'Electrical Engineering', I solve problems for people from all over the world pertaining to the particular subject. My major takeaway from this part-time opportunity is that it keeps me close to the basics of different sub-fields of my domain. It also helps me by keeping a positive learning curve where I try to learn new concepts and phenomena in order to solve the questions.

• Managed a team of approximately 60 associates in the Customer Returns department as an Area Manager (Day and Night), identifying and resolving bottlenecks in new hire training to achieve a 10% improvement in the learning curve, while implementing quality best practices like 5S and conducting data analysis to drive continuous improvement initiatives. • Designed a manual testing station to efficiently test the functionality of light bulbs.

- Conducted exhaustive research on geospatial intelligence data and it’s application. - Worked on Research paper, “Smart Preventive Maintenance and Post-disaster Recovery Management of Solar Farms in Vietnam using Satellite Imagery”, which was accepted presented at Solar World Conference (SWC 2021)

• Secured CGPA of 1.9/4 • Won first prize in the event, Aqua jet organized by Aeronautical Association, India on 21 February 2020.