Nikita Verma
@nikitaverma
Software Engineer -Data Scientist ( AI/ML) at SakhaTech Information Systems Pvt. Ltd.
Bangalore, India
Experienced Data Scientist with over 2 years in the tech industry, specializing in Automatic Speech Recognition (ASR), Natural Language Processing (NLP), LLMs, and GEN-AI. Proficient in Python, SQL, and AWS services, with expertise in data modeling, ETL processes, and analytics.
Experience
Software Engineer -Data Scientist ( AI/ML)
SakhaTech Information Systems Pvt. Ltd.
Orchestrated AI/ML/LLM models, improving process automation and insight generation by 30% using NLP and image recognition. Developed and deployed ASR and TTS machine learning models for real-time translation, integrated Face Recognition/Detection and OCR models for automate identification and data extraction. Deployed, customized and fine-tuned GPT-3 and GPT-4 on proprietary datasets, elevating response accuracy by over 40%. Managed MySQL database systems and designed real-time data pipelines using Apache Kafka and Pyspark.
Data Engineer Trainee
Flutura Decision Sciences & Analytics
Assisted in implementing a data warehousing solution for improved data governance and access. Contributed to developing efficient ETL processes through automation. Involved in setting up Apache Spark for real-time data processing. Optimized big data pipelines with AWS Lambda and Amazon Redshift, cutting data processing time by 30%. Utilized Java, JavaFX, Apache Kafka, and Apache Spark to design real-time data streaming solutions.
Education
Motilal Nehru National Institute of Technology Allahabad, Prayagraj
Bachelor of Technology
New Standard Public School, Raebareli
Intermediate