Introduction to Data Science

Introduction to IoT

Programming Foundations with JavaScript, HTML and CSS

Treasurer

Bachelor of Engineering - BE

Master's degree

Designed a Website named Tarang which is basically used to take registration for  events  using HTML, CSS, JavaScript, PHP.

Project Intern

Junior Full-Stack  Developer

Teaching Assistant

I developed and implemented NLP and machine learning solutions for business clients in the telecom and insurance industries at Accenture. I improved model performance by 22%, automated data pipelines handling over 3 million records, and improved RoBERTa models to increase classification accuracy from 74% to 90%+.

Additionally, I created anomaly detection models that reduced false escalations by 35% and used Docker and AWS to deploy ML APIs, speeding up release cycles via CI/CD. I also utilized MLflow for model tuning and experiment tracking.

Technologies: Hugging Face, Docker, AWS, MLflow, Python, SQL, and Scikit-learn

Junior ML Engineer

Designed A Differential Amplifier of 180nm Technology  using NGSPICE.

Project Trainee

I’ve gained valuable experience as a software developer, honing my skills in code debugging, logical implementation, and prompt engineering. Through these experiences, I’ve developed a strong foundation in problem-solving and effective communication.

Full Stack Developer

At Oracle, I developed and implemented scalable AI/ML and NLP solutions for business applications at Oracle. I created a BERT-based categorization pipeline that reduces manual triage work by 65% while processing over a million support tickets.

Using LangChain, FAISS, and GPT-4, I created a RAG-based knowledge assistant that cut down on ticket processing time by 40%. Additionally, I developed churn and upsell models that improved retention by about 18% and achieved 87% accuracy.

In addition, I deployed real-time ML inference services using Kubernetes and FastAPI with latency of less than 200 ms and optimized large-scale ML pipelines using Spark and Airflow, cutting processing time by 50%.

Technologies: Python, BERT, LangChain, FAISS, GPT-4, XGBoost, LightGBM, Spark, Airflow, Kubernetes, FastAPI, OCI

AI/ML Engineer

AI/ML Engineer and MS Computer Science candidate (CPT Eligible) with 3+ years of experience.

Know about Vishal Prajapati's work experience, education, bootcamps, certifications, and much more. Vishal Prajapati