Jaishree Soni
@jaishreesoni
Software Engineer/AI ML Engineer at Capgemini
Bangalore
Experienced Python and Machine Learning developer proficient in utilizing advanced language tools such as LangChain and Llama Index, alongside React, Django, and Flask frameworks, to develop scalable solutions. Skilled in implementing chatbots and high-performance Natural Language Processing (NLP) applications in real-world scenarios. Possesses leadership and management abilities to effectively lead teams and drive projects to success.
Experience
Software Engineer/AI ML Engineer
Capgemini
Developed a solid solution that uses the most recent large language model (LLM) generative AI technology to produce very accurate and contextually appropriate email replies, sales bot responses, and document QA. Contributed significantly to the creation of the company’s sophisticated text analysis tool, which made use of cutting-edge methods including text clustering, Subject-Verb-Object (SVO) analysis, and pattern matching. Led a ground-breaking effort on TensorFlow Object Detection (TFOD) for document analysis and information extraction, which produced an extensive and well-documented understanding of the issue. Worked together with the RPA team to develop many proof of concept (POC) solutions that were well received by clients. Maintained documentation; handled data loading, transformation, and SQL queries.
Education
Regional College for Education Research and Technology(RTU) Jaipur, Rajasthan
Bachelor in Technology
Computer Science
Birla Technical Training Institute(BTER) Pilani, Rajasthan
Diploma
Computer Science
Licenses & Certifications
Full Stack Data Science Masters
Ineuron
Natural Language Processing
Ineuron