Sathvik Reddy
Data Scientist | GenAI & ML Engineer | 4+ Years Experience | RAG • LLMs • MLOps | SQL • Python • Power BI | Turning Complex Data into Scalable AI-Driven Insights | Open to Data Science & AI Roles
- Role
- Data Scientist at Meta
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Sathvik Reddy
Data Scientist and Generative AI / ML Engineer with hands-on experience in designing…
Experience
Data Scientist
Feb 2024 — Present · US
Developed Retrieval-Augmented Generation (RAG) systems using OpenAI, LangChain, and FAISS, improving response accuracy by 37%.Built LLM-based internal chatbot using GPT-4, Pinecone, and LangChain, reducing customer service query time by 42%.Fine-tuned open-source models (LLaMA2, Falcon) using domain-specific datasets and frameworks like Hugging Face and NLTK, increasing model accuracy by 28%.Deployed scalable AI models using Docker, Kubernetes, and FastAPI, reducing inference latency by 35%.Automated model training, evaluation, and tracking using MLflow and Airflow pipelines, boosting workflow efficiency by 40%.Engineered prompts for LLMs such as GPT-4, Claude, and Gemini to optimize QA and summarization tasks, improving output quality by 25%.Applied advanced NLP techniques using NLTK, Transformers, and LangChain for tasks like entity recognition, summarization, and classification.Performed A/B testing and model performance evaluation using SQL and Power BI to assess feature enhancements and drive adoption metrics.
Education
Anderson University (SC)
Master’s of science
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