Mehul Jaiswal
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Mehul Jaiswal
Computer Science student at UC Berkeley with a passion for building scalable software solutions. Experienced in full-stack development, AI/ML, and cloud technologies. Currently interning at AWS and working on cutting-edge projects in machine learning and distributed systems.
About Me
Passionate about creating innovative solutions and pushing the boundaries of technology
My Journey
I'm a Computer Science student at UC Berkeley with a passion for building scalable, innovative software solutions. My journey in tech began with curiosity about how things work and has evolved into a deep love for creating systems that make a real impact.
Currently, I'm working as an incoming Software Development Engineer Intern at Amazon Web Services, where I'll be joining the Knowledge, Issue and Disco Team. I'm also conducting undergraduate research under Prof. Fedyk, focusing on fine-tuning domain-specific LLMs for resume parsing and building Spark ETL workflows.
When I'm not coding, you'll find me mentoring students, organizing tech events, or exploring the latest developments in AI and machine learning. I believe in the power of technology to solve complex problems and am always excited to take on new challenges.
🎓 Education
📚 Key Coursework
🏆 Certifications & Awards
Experience
My professional journey through internships, research, and leadership roles
Software Development Engineer Intern
CurrentAmazon Web Services
Knowledge, Issue and Disco Team at AWS
- Led development of GenAI self-service solution for internal ticketing platform (2M+ monthly tickets), reducing routine ticket creation by 15% through pre-creation ticket resolution support
- Architected GraphQL integration with Amazon Bedrock agent enabling real-time ticket analysis with 60% user satisfaction
- Implemented conversational AI interface allowing context-aware follow-up questions, improving resolution accuracy
- Developed AI-powered template autofill system that transforms user problem statements into structured ticket template with 85% accuracy
Undergraduate Research Assistant
PastUC Berkeley
Research Under Prof. Fedyk
- Fine‑tuned domain‑specific LLMs for finance data, powering econometric models on AI adoption & firm productivity
- Built Spark ETL workflows to process 40 million+ data points, cutting data pipeline runtime by 30%
Software Engineering Intern
PastHarness Inc
via Coast Personnel Services
- Architected a highly scalable dynamic Envoy gateway system that enabled real-time cluster additions and route updates, boosting system agility by 80% and improving user-facing application reliability by 25%
- Automated cluster scaling with Terraform & GCP, decreasing manual intervention by 70% and boosting scalability by 15%
- Integrated webhook-triggered configuration updates with zero downtime, ensuring seamless user experiences and enhancing system responsiveness by 20%
- Optimized server communication, reducing configuration load times by 50% and enhancing service response times by 20%
Senior Tutor & CS Teaching Assistant
PastMSTRC Center, De Anza College
Teaching and Mentoring
- Tutored 200+ students in algorithms, data structures, and debugging techniques, improving academic performance
- Held weekly office hours for 30+ students for Prof. Felix Amoruwa and assisted in making exam questions
- Developed comprehensive learning materials and study guides for computer science courses
Software Engineering Intern
PastBlue-I-Tek
Full Stack Development
- Enhanced product stability by 15% by leading a cross-functional team in debugging and verifying software, resulting in improved system reliability and performance
- Accelerated data processing speed by 35% by deploying a data analytics platform using APIs, resulting in significantly improving operational efficiency
- Contributed to the development of a chatbot system using React and Node.js, achieving a 25% reduction in support response times, which led to increased customer satisfaction
Leadership & Activities
ACM De Anza Club Chapter
Co-founder and Vice President
Organized 7+ industry events and technical workshops, including the first campus-wide hackathon
Berkeley EECS Department
Teaching/Tutoring
Course Staff for CS61A & CSM Senior Mentor leading weekly sessions
Projects
A showcase of my technical projects spanning AI/ML, full-stack development, and infrastructure
GenAI Self-Service Ticketing Platform
Enterprise-scale GenAI solution for internal ticketing platform at Amazon Web Services, reducing routine ticket creation through intelligent pre-resolution support.
Key Highlights:
- Led development of GenAI self-service solution for internal ticketing platform (2M+ monthly tickets), reducing routine ticket creation by 15%
- Architected GraphQL integration with Amazon Bedrock agent enabling real-time ticket analysis with 60% user satisfaction
Dynamic Envoy Gateway System
Highly scalable dynamic gateway system built during Harness internship, enabling real-time cluster management and route updates.
Key Highlights:
- Architected highly scalable dynamic Envoy gateway system
- Enabled real-time cluster additions and route updates
Emotional AI Therapy Chatbot
Mental wellbeing chatbot developed at Calhacks 10.0 using advanced NLP and Hume's APIs to understand and respond to users' emotions.
Key Highlights:
- Developed using advanced natural language processing and Hume's emotion AI APIs
- Conducted user testing in hackathon environment with positive feedback
AI CRM Fusion - NxBot
Full-stack SaaS platform with automated lead capture, dynamic RAG system, and AI-powered conversation engine for intelligent customer relationship management.
Key Highlights:
- Built full-stack SaaS platform with 90% automated lead capture using React.js, processing 500+ pages per website scrape
- Implemented dynamic RAG system using keyword matching and relevance scoring achieving 90% query satisfaction
Portfolio Stock Analyzer and Predictor
Full-stack real-time portfolio tracker supporting multi-person investment management with AI prediction engine and comprehensive risk assessment capabilities.
Key Highlights:
- Built full-stack real-time portfolio tracker supporting multi-person investment management portal across stock market
- Implemented AI prediction engine with ML models (ARIMA, Monte Carlo, GBM) and 3 news APIs for sentiment analysis, achieving comprehensive risk assessment capabilities
Sign Language Detector
Comprehensive machine learning project using computer vision, advanced CNNs, and neural networks to translate American Sign Language (ASL) to English in real-time using live video.
Key Highlights:
- Built advanced CNN architecture with ResNet-inspired blocks and attention mechanisms for ASL recognition
- Integrated Kaggle Sign Language MNIST dataset with 34,627+ samples for comprehensive training and testing
IntelliFinance
AI-powered personal finance companion that provides smart categorization, AI assistant for financial queries, and real insights based on spending patterns.
Key Highlights:
- Built full-stack finance app with AI-powered smart categorization that learns spending patterns automatically
- Implemented conversational AI assistant allowing users to query finances in plain English with OpenAI integration
SmartDraft - AI Email Assistant Chrome Extension
Chrome extension that seamlessly integrates with Gmail to revolutionize email drafting using OpenAI's GPT API for professional, contextually appropriate emails.
Key Highlights:
- Built Chrome extension with seamless Gmail integration for AI-powered email generation using OpenAI's GPT API
- Implemented multiple email types (Academic, Business, Formal, Research) with intelligent subject line suggestions
Interested in collaborating?
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.
Technical Skills
A comprehensive overview of my technical expertise based on real project experience
Python
Languages
JavaScript
Languages
C
Languages
CSS
Frontend
C++
Languages
TypeScript
Languages
React
Frontend
Flask
Backend
TensorFlow
AI/ML
NumPy
AI/ML
Pandas
AI/ML
LLaMA
AI/ML
RAG
AI/ML
AWS
Cloud
GCP
Cloud
Docker
DevOps
Kubernetes
DevOps
Terraform
DevOps
Envoy
DevOps
Spark
Backend
Node.js
Backend
Certifications & Learning
AWS Certified Cloud Practitioner
CLF-C02
Complete ML Course
Udemy Certification
Get In Touch
I'm always open to discussing new opportunities, collaborations, or just having a chat about technology
Let's Connect
Whether you're looking to collaborate on a project, discuss opportunities, or just want to say hello, I'd love to hear from you. I'm currently open to internship opportunities and exciting projects in software engineering, AI/ML, and full-stack development.
Currently Available
Open to full-time SDE positions starting 2026.