Neel Shah

About Neel Shah

Bussiness-oriented data scientist with experience in Leading the development of Award-winning Products, Scalable Applications and AI models. Expertise in delivering cost-effective models in Natural Language Processing (NLP) from development to Scalable Production Environments-> Proficient with Python and Data Structure & Algorithms-> Strong understanding of Statistics, hypothesis/model testing and Linear Algebra-> Worked with libraries such as PyTorch, Keras, transformer, NumPy, pandas, sklearn, huggingface -> Worked on DataBases like Sql, Mysql, MongoDB, PostgreSQL, Neo4j, DynamoDB. etc-> Experience with MLOps tools like Docker, Kubernetes, Jenkins, GitLab, github actions. etc-> Solid Understanding of model using Machine learning and Deep Learning Algorithms-> Worked on Big data & ETL technologies like Apache Kafka, Airflow, Spark, AWS RedShift. etc-> Worked on Cloud Platform like AWS. Used services like EC2, Lambda, SQS, EventBridge, VPC, ECS, ECR, API Gateway, route 53, beanstalk. etc-> Worked on Search Technologies like Elastic Search, Logstash, Vector DB Search (Milvus). etc-> Deep understanding of LLMs families like GPT, Claud, Mixtral AI, Llama. etc, worked extensively in Prompt Engineering & Autonomous Agents Application development-> Communicating, Managing, and collaboration with business stakeholders, Product Manager, Developers, designers, and Leadership are my strong points.

Experience

1. Senior Data Scientist

   Barraiser

   Jan 2022 — Present · Mumbai, IN

   Scientific Prompt Engineering on all major LLM families. Developed Metrics to effectively calculate the improvement overtime. Reducing prompt engineering time by 6XBuilt Guardrails to avoid unexpected LLM behaviours and bias. Built internal tools for test driven development of Prompts with custom evaluations tools. Tools for monitoring LLM performance / cost overtime.Developed conversational Agents to monitor the interview and guild interviewer for better Interview taking.Fine Tuned open source LLM, reducing inference cost by 22XCreated a Prompt Downsizing Agent that helped reduced the inference cost by 8x

Education

• Manipal University Jaipur

  Bachelor of Engineering (B.Eng.), Electrical and Electronics Engineering

  2014 — 2018