Eshitha N
@eshithan
Aspiring computer scientist with a focus on AI and software development.
IndiaWhat I'm looking for
I am a dedicated computer science student at RV College of Engineering, currently pursuing my BE with a GPA of 9.54. My passion for technology drives me to engage in innovative projects that leverage artificial intelligence and machine learning. I have developed several impactful projects, including a Customer Comment Analysis system that improved retrieval accuracy by 20% and a Prompt Debugger tool that reduced tuning time by 30%.
My experience extends beyond academics, as I actively participate in various clubs and societies at my college. As a member of the RVCE Coding Club and the Astra Robotics Club, I have honed my skills in coding competitions and robotics projects. I am also involved in the ACM Student Chapter, where I contribute to research and hackathons, further enhancing my technical expertise and collaborative skills.
Experience
Work history, roles, and key accomplishments
Speech Recognition Pipeline
Self-Directed Project
Nov 2023 - Dec 2023 (1 month)
Fine-tuned OpenAI’s Whisper model on a Kannada dataset, achieving 85% transcription accuracy. Implemented voice-based question answering, delivering precise responses in Kannada. Designed a voice-accessible knowledge system for agricultural insights.
Prompt Debugger Development
Self-Directed Project
Oct 2023 - Nov 2023 (1 month)
Developed an interactive debugging tool to optimize AI prompts, reducing tuning time by 30%. Integrated LangChain for real-time processing, improving LLM response relevance by 25%. Designed a user-friendly Streamlit interface for intuitive prompt testing.
Customer Comment Analysis
Self-Directed Project
Sep 2023 - Oct 2023 (1 month)
Engineered a multi-perspective retrieval system using LLM-generated query variations, improving context coverage. Optimized document ranking with Reciprocal Rank Fusion, boosting retrieval accuracy by 20%. Automated insight extraction from customer reviews, streamlining sentiment-based decision-making for businesses.
Education
Degrees, certifications, and relevant coursework
RV College of Engineering
Bachelor of Engineering, Computer Science and Engineering
2023 - 2027
Grade: 9.54
Activities and societies: Member of RVCE Coding Club, Astra - Robotics Club, Accelerate Club, ACM Student Chapter, and Tedx RVCE.
Currently pursuing a Bachelor of Engineering in Computer Science and Engineering with a GPA of 9.54.
Vasishta PU College
Pre-University Certificate, PCMC
2021 - 2023
Grade: 95%
Completed Pre-University College with a focus on PCMC, achieving a percentage of 95%.
Sri Chaitanya Techno School
Secondary School Certificate, Secondary Education
2018 - 2021
Grade: 94.8%
Completed 10th grade under the CBSE Board with a percentage of 94.8%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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