Krish Patel

Associate Consultant

San Francisco, California, United States3 yrs 2 mos experience
Highly StableAI Enabled

Key Highlights

  • Expert in AI-powered recommendation systems.
  • Proficient in backend development and API design.
  • Strong collaboration skills with cross-functional teams.
Stackforce AI infers this person is a Backend Developer with a focus on AI/ML applications in the tech industry.

Contact

Skills

Core Skills

Machine LearningArtificial IntelligenceBackend DevelopmentApi Design

Other Skills

AWSArtificial Neural NetworksBERTClassificationDecision TreesDeep LearningDjangoDjango REST FrameworkDjango RESTful APIsElasticSearchLLMsLinear RegressionLogistic RegressionMongoDBNetwork Model

About

šŸ‘‹šŸ½ Hi, I’m Krish, a Master of Science in Computer Science student at California State University, Long Beach. šŸš€ Over the past few years, I’ve worked across research, internships, and projects, where I’ve built everything from AI-powered recommendation systems to high-performance distributed backends. Whether it’s designing scalable APIs, integrating geoservices, or fine-tuning ML models, I love solving problems at the intersection of data, systems, and user experience. Beyond writing code, I thrive on collaboration—working with cross-functional teams, contributing ideas to system design, and turning concepts into real-world products that deliver impact. šŸ’» Some of the exciting things I’ve worked on include: Building a conversational movie recommendation system with LLMs, knowledge graphs, and BERT-based re-rankers, improving contextual recommendations and diversity. Contributing as a Backend Developer Intern at CRUV, where I collaborated with frontend and data science teams to design and optimize backend workflows, cut response times, and implement geoservices with Google Maps API and Uber H3 for location-based features. Developing side projects like an AI-driven Code Review Agent and a Distributed Event Ticketing System, where I learned to balance scalability, performance, and usability. ⚔ My toolkit includes: • Languages: Python, Java, JavaScript, SQL, C++ • Frameworks: Django, FastAPI, Spring Boot, Celery • Databases: PostgreSQL, MongoDB, Redis • Cloud/DevOps: AWS, Docker, Kubernetes, GitHub Actions • AI/ML: LLMs, BERT, PyTorch, TensorFlow, Knowledge Graphs • Other Tools: RabbitMQ, Agile/Scrum šŸŒ What excites me most is working on systems that impact real users at scale. I want to keep learning, tackling complex engineering challenges, and contributing to teams that build meaningful products. šŸ˜„ Outside of tech, you’ll find me exploring new music šŸŽ¶, or enjoying thoughtful conversations over coffee ā˜•ā€”because I believe curiosity fuels both life and code.

Experience

Indian institute of information technology vadodara

Research Intern

Jan 2025 – May 2025 Ā· 4 mos Ā· Gandhinagar, Gujarat, India Ā· Hybrid

  • Designed and implemented a conversational movie recommendation system integrating LLM-based preference extraction, BERT+BiLSTM intent classification, and knowledge graph reasoning.
  • Built and embedded Theme Knowledge Graphs and ReDialKG using Hypergraph Neural Networks, enabling explainable multi-hop reasoning over movies, themes, and actors.
  • Fine-tuned a BERT-based re-ranker to align recommendations with dialogue context, improving MRR and achieving DIST-4 score of 1.0000 for response diversity on the ReDial dataset.
  • Evaluated system performance with Recall@k, nDCG@k, BLEU-n, and DIST-n, identifying gains from contextual re-ranking and proposing enhancements for dynamic user modeling.
LLMsBERTknowledge graphsmulti-hop reasoningcontextual recommendationsMachine Learning+1

Cruv

Back-end Developer Intern

Aug 2023 – Dec 2023 Ā· 4 mos Ā· Remote

  • Collaborating on the design and implementation of Django RESTful APIs.
  • Worked effectively with various tools and services including AWS, ElasticSearch, and MongoDB.
Django RESTful APIsAWSElasticSearchMongoDBBackend DevelopmentAPI Design

Google developer student clubs iiit vadodara

Web Dev Volunteer

Oct 2022 – Jul 2023 Ā· 9 mos

Iiitv coding club

Member

Mar 2022 – May 2025 Ā· 3 yrs 2 mos

Education

California State University, Long Beach

Master of Science - MS — Computer Science

Aug 2025 – May 2027

Indian Institute of Information Technology Vadodara

Bachelor of Technology - BTech — Information Technology

Dec 2021 – Jan 2025

Stackforce found 100+ more professionals with Machine Learning & Artificial Intelligence

Explore similar profiles based on matching skills and experience