Venkata Sai Satvik B
Hyderabad
Summary
Dynamic and results-oriented Data Scientist with over 3 years of experience spearheading major projects and consistently surpassing company and client expectations. Proven expertise in building AI-driven applications and implementing end-to-end solutions that drive impactful results. Skilled in leveraging advanced machine learning techniques, cloud technologies, and automation tools to solve complex business problems, achieving significant breakthroughs. Recognized with the "Extra Miller" Award for exceptional quarterly performance and innovation, as well as for delivering groundbreaking AI solutions. Committed to delivering data-driven strategies that exceed expectations and create lasting impact.
Overview
3
3
years of professional experience
Work History
Data Scientist
Enlume Inc
04.2024 - Current
- Set up SQL databases on cloud servers to store and analyze client data, enabling seamless query analysis. Created and managed databases programmatically using Alembic for version-controlled migrations.
- Expert in developing and deploying AI-driven applications using OpenAI APIs, LangChain, and embedding-based retrieval systems. Proficient in techniques such as cosine similarity, maximal marginal relevance (MMR), and vector database integration to enhance application performance.
- Designed and optimized prompts for large language models (LLMs) to extract actionable insights, identify recurring themes, and improve user satisfaction analysis.
- Built and deployed LLM chains and pipelines leveraging LangChain components such as RunnableParallel, Citation, ChatPromptTemplate to streamline complex workflows.
- Hands-on experience with AWS services such as SNS and SES, automating application workflows and simplifying usage for end users.
Data Scientist
Lentra.Ai
06.2022 - Current
- Orchestrated the development and deployment of customized Financial Machine Learning models, optimizing customer experience and project outcomes, resulting in a 30% increase in customer satisfaction and a 20% improvement in project deliverables.
- Enhanced complex code to boost efficiency, resulting in a 21% reduction in processing time, instilling greater client confidence.
- Implemented customized data modelling methods and logic on financial datasets, having primary research, and generating data visualized market-driven reports that informed strategic decision-making.
- Orchestrated the implementation of data visualization techniques, presenting key insights to stakeholders; recommended and executed strategies resulting in a 40% reduction in customer support issues, driving enhanced customer satisfaction and reteion.
- Led the integration of ML Ops methodologies into project workflows and contributed to the development and implementation of MLOps as a product, ensuring streamlined deployment and management of machine learning models for efficient scaling and optimization across the organization.
Data Analyst Intern
The Data Team
08.2021 - 05.2022
- Implemented RedHat software as per client specifications, developing the entire backend in compliance with client-defined rules. Streamlined processes, resulting in a notable 30% reduction in processing time.
- Implemented tools and programs to reach the requirements of the project
- Coordinated with project managers on deliverables of the project and made sure the product was ready 10 days before the delivery date.
- Collaborated with support team regarding new projects and installations, utilizing features to deliver faster service.
Education
Master of Technology - Artifical Intelligence and Machine Learning
Vellore Institute of Technology
2022
Bachelor of Technology - Electronics and Communication Engineering
Sreenidhi Institute of Science and Technology
2020
Skills
- Python, OpenAI
- Pyspark
- ML Ops, Similarity Algo
- Docker
- OpenAI API development, Swagger
- Java (Moderate)
- Pandas, Numpy
- MatPlotLib, Tableau (Beginner)
- LangChain, Langfuse
- Alembic
Timeline
Data Scientist
Enlume Inc
04.2024 - Current
Data Scientist
Lentra.Ai
06.2022 - Current
Data Analyst Intern
The Data Team
08.2021 - 05.2022
Bachelor of Technology - Electronics and Communication Engineering
Sreenidhi Institute of Science and Technology
Master of Technology - Artifical Intelligence and Machine Learning
Vellore Institute of Technology
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