Hey, I'mKartik Rathi👋
Hey, I'm Kartik Rathi👋
EXPERIENCE
AI/ML Trainee (Software Engineer - AI Systems)
- Designed and deployed ML/LLM pipelines on GCP (Cloud Run + GCS + Pub/Sub) processing 300+ inference requests per day with P95 latency under 800ms and error rate under 1%
- Built RAG workflows using LangChain + Qdrant with RAGAS evaluation, reducing low-quality responses by 25% week-over-week
- Shipped image-generation and NLP pipelines for medical use cases, reducing manual retries by 20% through standardized prompt templates and monitoring
Software Developer Intern
- Built OCR + LLM pipeline processing 100+ financial documents per day, cutting manual review time by 50%
- Developed FastAPI services with MongoDB integration and Celery + Redis async pipelines for high-volume document processing
Research Intern (LLM & NLP)
- Fine-tuned transformer models for Sanskrit-English translation, improving token-level accuracy on low-resource language benchmarks
- Explored RAG architectures for knowledge-augmented translation and QA using vector databases
PROJECTS
Statly
Trade smarter with AI-powered analytics. Statly is a comprehensive SaaS platform for Indian retail traders to analyze their performance, visualize patterns, and get AI-driven insights. It solves the problem of "blind trading" by providing industry-standard metrics, audit trails, and educational pattern recognition.
PathGenie
AI Career Mentorship Agent System with multi-agent workflows and persistent memory. Multi-agent system where agents handle profile analysis, goal setting, resource curation, interview preparation, and progress tracking. Features persistent memory and RAG over curated learning resources.
Code Assist
Browser-based full-stack IDE with WebContainers and Claude 3.5 integration. A powerful cloud IDE capable of running Node.js servers entirely in the client using WebContainers. Integrates Claude 3.5 for streaming code generation, intelligent refactoring, and multi-file editing, achieving near-native local development performance.
FinSight One
Enterprise-grade financial RAG pipeline for analyzing annual reports. Privacy-first financial document analysis system processing 100+ page reports. Features hybrid search (semantic + keyword), strict citation tracking against source PDFs, and a local-first vector architecture for data security.
ChatGita
Spiritual RAG assistant providing wisdom from the Bhagavad Gita. Context-aware spiritual companion implementing semantic search over Sanskrit verses. Features English transliteration, philosophical context retrieval, and personalized guidance based on ancient wisdom.
EDUCATION
B.Tech
GPA: 8.6/10K.R. Mangalam University
Computer Science (AI & Machine Learning)
LEETCODE
SKILLS
LANGUAGES
FRAMEWORKS
TOOLS & CLOUD
Let's Build Something
Amazing Together.
Whether you have a groundbreaking idea or need to scale your existing AI infrastructure, I'm ready to help you achieve your goals.