Sales Engineer · Forward Deployed Engineer · Los Angeles

I build the AI prototypes
that win enterprise deals.

Retrieval systems, LLM applications, and the integrations that get them into production. I sit between customers and engineering: scoping the problem, shipping a proof-of-concept fast, and making it clear to non-technical buyers.

Get in touch
Isotrieve
open-source, published on PyPI
87–91%
retrieval retention on BEIR
UCLA CS
B.S. Computer Science

About Me

I'm a recent Computer Science graduate from UCLA with a passion for pushing the boundaries of what's possible with AI and machine learning. My journey began with curiosity about how Netflix recommendations work, and it's evolved into building transformer models and computer vision systems that solve real problems.

When I'm not debugging code or training neural networks, you'll find me analyzing tennis matches for UCLA's athletic program or mentoring high school students through exploretech.LA. I believe technology should be accessible and impactful—whether that's helping 25,000+ students navigate course selection through Bruinwalk or developing AI tools that streamline business operations.

Education

University of California, Los Angeles (UCLA)

Bachelor of Science in Computer Science

GPA: 3.44

Aug. 2021 – May 2024 (Graduated)

AI Coursework:

Machine Learning, Advanced Deep Learning, Computer Vision, Natural Language Processing, Probability

Systems Coursework:

Data Structures & Algorithms, Computer Organization & Architecture, Operating Systems

Technical Skills

Expert Level

Python, JavaScript/TypeScript, PyTorch, React, Django

Proficient

C/C++, TensorFlow, AWS, Docker, PostgreSQL, OpenCV

Familiar

R, Kubernetes, Matlab, ChromaDB, Snowflake

Specializations

Natural Language Processing, Computer Vision, Transformer Architecture, RAG

Specializations:

Natural Language Processing, Transformer Architecture, Computer Vision, RAG, Time Series Forecasting

What Drives Me

Beyond the code and algorithms, here's what motivates me to push boundaries and create meaningful technology

Impact-Driven Solutions

The intersection of technology and human impact fascinates me. I'm motivated by creating solutions that genuinely matter.

Elegant Problem Solving

My approach combines rigorous technical execution with user-centered design—because the most elegant algorithm means nothing if it doesn't solve a real problem.

Mentorship & Teaching

Tennis enthusiast and data analyst for UCLA's Division I program. Mentor for 500+ high school students interested in STEM careers.

Continuous Learning

Open source contributor passionate about democratizing AI education. Always experimenting with the latest ML research papers (currently obsessing over attention mechanisms).

Recognition & Impact

Top 5%
Salesforce Ranger Status
Global Trailblazer Recognition
25K+
Students Impacted
Through Bruinwalk Platform
500+
Students Mentored
STEM Education & Career Guidance

Experience

My professional journey and the impact I've made across various roles and organizations

Work Experience

DotSolved Systems Inc

June 2024 – Aug. 2024
Pleasanton, CA

AI Intern

  • •Spearheaded development of 11 Einstein AI proof-of-concepts, directly contributing to 30% increase in client adoption
  • •Achieved Salesforce Ranger status (top 5% of Trailblazers globally) through advanced AI implementation expertise
  • •Engineered end-to-end automated email generation pipeline using fine-tuned Meta Llama3, reducing manual effort by 60%

Ximple Solutions

Aug. 2024 – Sep. 2024
Remote

Software Engineering Intern

  • •Architected and deployed 4 production AI models with Meta Prophet, achieving 90% year-over-year sales prediction accuracy
  • •Streamlined data workflows with Snowflake and Palantir Foundry, reducing query execution time from 10 minutes to 6 minutes
  • •Implemented role-based 2FA authentication system using Angular and Keycloak, eliminating 100% of unauthorized access incidents

Bruinwalk

June 2024 – Present
Los Angeles, CA

DevOps Engineer

  • •Architected save course functionality and 5+ AJAX endpoints, enhancing user experience for 25,000+ monthly active users
  • •Deployed Django+PostgreSQL platform on Kubernetes, scaling from 3–5 pods to handle 10x traffic growth
  • •Optimized admin tools by consolidating duplicate database entries and refactoring 10+ API endpoints, improving system reliability

Bruin Sports Analytics

Apr. 2023 – Present
Los Angeles, CA

Analytics Engineer

  • •Developed 3 React-based analytics scripts (1200+ lines each) processing SwingVision data for NCAA Division I tennis performance insights
  • •Building OpenCV-powered pose analysis system with Mask R-CNN to extract biomechanical keypoints for technique optimization
  • •Integrated real-time match analytics into BSA's tennis platform using Firebase and React, reducing analysis time from 4 hours to 90 minutes

Leadership Experience

UCLA Student Media

Mar. 2023 – Present
Los Angeles, CA

DevOps Project Lead

  • •Directed cross-functional team of 10 developers and designers to deploy Apply platform on DigitalOcean with Django
  • •Optimized system performance achieving 9x improvement in load times and enhanced report generation efficiency, benefiting 4,000+ applicants
  • •Deployed Timesheet and Inventory systems with Nginx and custom CI/CD pipeline, reducing load time by 60% and latency by 30%

exploretech.LA

July 2023 – Present
Los Angeles, CA

External Director

  • •Grew LinkedIn engagement from 500 to 1,800 followers (260% increase), securing $28K in sponsorships (40% YoY growth)
  • •Coordinated annual STEM event educating 500+ high school students through hands-on AI workshops and mentorship programs

My Portfolio

A showcase of my recent work spanning AI/ML, retrieval systems, web development, and systems

AI & ML

Isotrieve - Embedding Migration for Vector DBs

Open-source Python library (on PyPI) that migrates a vector database to a new embedding model without re-embedding the corpus. Fits a lightweight linear map from ~2K calibration texts and gates the migration on measured retrieval retention (87-91% on BEIR). Adapters for Chroma, Qdrant, LangChain, and LlamaIndex.

PythonNumPyQdrantChromaBEIR
Featured
AI & ML

FlashGPT - Modular Transformer Architecture

Architected a production-ready GPT implementation with 15+ interchangeable components, enabling researchers to experiment with different attention mechanisms and optimization techniques. Featured FlashAttention and ALiBi for improved efficiency.

PythonPyTorchCUDAMPS
Featured
Web Development

FitMatch - Gym Partner Finder

Full-stack web application with Tinder-like interface connecting gym enthusiasts based on preferences and fitness goals. Features real-time matching system with React frontend and MongoDB backend API.

ReactMongoDBNode.jsExpress
Featured
AI & ML

Sanjeevani - AI-Powered Healthcare Assistant

Developed an intelligent health assistant combining computer vision and NLP to analyze symptoms from text and images. Implemented RAG architecture for accurate medical information retrieval, potentially reducing preliminary diagnosis time.

Next.jsFlaskMongoDBChromaDBLlama3
Featured
Web Development

Bruinwalk Platform Enhancement

Enhanced UCLA's course review platform by implementing saved-pages functionality for user profiles, improving navigation and personalization for 25,000+ monthly active students.

DjangoPostgreSQLJavaScriptHTML/CSS
Featured
Systems

ext2 File System Revamp

Optimized ext2 file system on Arch Linux with advanced features including mounting, symbolic links, and bitmaps. Implemented comprehensive testing and performance evaluation for file operations.

CLinuxArch LinuxFile Systems
Web Development

Tennis Match Manager

Web application for custom tennis match playback with filtering and search capabilities. Integrates point-level data analysis for coaching and performance review using Firebase and Firestore.

JavaScriptFirebaseFirestoreCSV Processing
Web Development

Bruin Sports Analytics Tennis Platform

Developed comprehensive tagging and analytics platform for UCLA Tennis athletes, enabling coaches to analyze performance through data-driven insights and match event tracking.

JavaScriptData AnalyticsSports Analytics
Featured
AI & ML

Neural Networks Coursework (ECE C147)

Comprehensive implementation of machine learning algorithms from scratch for UCLA's Neural Networks and Deep Learning course. Five modules, from linear regression to CNNs, all implemented from scratch in NumPy.

PythonJupyter NotebookNumPyMachine Learning

Let's Build Something Amazing

I'm always excited to tackle challenging problems and collaborate with innovative teams. Whether you're scoping an AI proof-of-concept or looking for an engineer who can bridge customers and product, let's connect.

Get in touch

The fastest way to reach me is email. I usually reply within a day or two.

krishhnpatel@gmail.com

Contact Information

Location
Los Angeles, CA
Email
krishhnpatel@gmail.com

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© 2026 Krish Patel. All rights reserved. Built with passion and cutting-edge technology.