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Parikshit Rohit Pravin Srivastav

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I'm Parikshit Srivastav, an AI Engineer with a focus on building production-grade ML and GenAI platforms across NLP, LLMs, and computer vision.

About

I’m Parikshit Srivastav, an AI Engineer with a focus on building production-grade ML and GenAI platforms across NLP, LLMs, and computer vision. I specialize in fine-tuning LLMs (LoRA, quantization), creating scalable RAG pipelines, and deploying models on AWS SageMaker in cloud-native, containerized environments. I have delivered real-time AI solutions for finance, industrial automation, and enterprise use cases, and I thrive working with cross-functional teams to push the boundaries of AI capabilities.

I enjoy building robust annotation and evaluation tools, automating data ingestion and retraining pipelines, and delivering user-friendly interfaces that help teams test and iterate new prompts and models quickly. I’m always learning and sharing knowledge to drive innovation across organizations.

  • 4 years' experience
  • Joined August 2025

Industry experience

  • Financial Services
  • Manufacturing
  • Education
  • Software & Internet

Work experience· 6 roles

Graduate Teaching Assistant · University Of Colorado DenverMay 2024 – Sep 2025 · 1 yr 5 mos

Led C++ programming labs for Data Structures & Program Design, improving student success rate. Mentored 50+ students in advanced C++ concepts, debugging techniques, and best practices.

Graduate Teaching Assistant · University Of Colorado DenverMay 2024 – Aug 2025 · 1 yr 4 mos

Led C++ programming labs focusing on Data Structures and Program Design, improving student success rates by 9%. Developed and reviewed complex assignments emphasizing STL, memory management, and algorithm optimization. Mentored more than 50 students in advanced C++ best practices and debugging techniques.

Software Developer – Gen AI · ComcastJun 2023 – Present · 3 yrs 6 mos

Designed and deployed GenAI tools using Python and FastAPI to support annotation workflows and evaluation pipelines for 1,000+ daily users. Built production-grade RAG systems with ChromaDB/FAISS and data pipelines for JSONL/CSV. Fine-tuned open-source LLMs (LLaMA) on AWS SageMaker and deployed endpoints via SageMaker Endpoints with API Gateway and AWS Lambda. Developed full-stack interfaces with React.js and FastAPI for real-time LLM output evaluation. Automated dataset ingestion with Airflow for nightly retraining (99% reliability) and created automated LLM evaluation pipelines using BLEU, ROUGE, METEOR to assess quality and factual accuracy across models.

Software Developer – Gen AI · DatamanUSJun 2023 – Present · 3 yrs 6 mos
Software Developer · SparkCognitionJul 2022 – Sep 2025 · 3 yrs 3 mos
AI Engineer · SparkCognitionJul 2022 – Aug 2025 · 3 yrs 2 mos

Education

Masters of Science in Computer Science · University Of Colorado2022 – 2024
Master of Science in Computer Science · University Of Colorado Denver2022 – 2024

Certifications and awards

AWS Certified Developer Associate2024 – 2025
AWS Certified Developer - Associate2024 – 2025

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