VANI SUMEDHA JANAMANCHI

An organized and motivated individual with desire to take on new challenges. Strong work ethic, adaptability, and exceptional interpersonal skills. Adept at working effectively unsupervised and quickly mastering new skills.

SUSTAINABLE POWER GENERATION IN INDIA: LEVERAGING LSTM AND XAI FOR ENHANCED EFFICIENCY

• Presented a research paper on "Sustainable Power Generation in India", employing multivariate LSTM models and Explainable AI to forecast and optimize power generation for enhanced efficiency and reliability and further aiding in operational planning and resource optimization.

FASHION MNIST IMAGE CLASSIFICATION

• Developed a model and implemented CNN to achieve high classification accuracy in classifying the 10 fashion categories, demonstrating their effectiveness for visual pattern recognition.

 SENTIMENT ANALYSIS ON ENGINEERING STUDENTS FEEDBACK

• Analyzed student feedback on engineering education using Natural Language Processing (NLP) techniques.
• Focused on text preprocessing, tokenization, and sentiment classification to derive actionable insights.

FORECASTING WEATHER USING LSTM

• Developed a time-series forecasting model to predict weather conditions using LSTM networks.
• The model excelled at learning long-term dependencies in weather data and forecasted weather for next 30 days.

• Introduction to Natural Language Processing - Great Learning
• Getting started with Data - IBM Skill Build
• Introduction to Generative AI - AWS Skill Builder
• Web Development - Internshala
• Communication Skills - TCS Ion

National Service Scheme (NSS) - Volunteer

• Key Member of the National Service Scheme Unit for 3 years consisting of 100+ students.
• Conducted over 3 Blood donation camps & 10+ awareness rallies on diabetes, cleanliness, hygiene & women empowerment with an outreach of 500+.
• Achieved a certificate for a 7-day special camp as part of volunteering in Patighanpur village, Telangana.

National Service Scheme - Reports Leader

• Lead a team of 10 and documented over 20+ reports for the NSS events in the college.
• Ensured timely and accurate content delivery, showcasing team achievements and community service activities.

IBM Stem Internship for Girls

• Participated in the 4-day workshop as intern to teach 80+ students the Scratch Software at Zilla Parishad Girls High School, Alwal.

• Badminton