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karankulshrestha/README.md

Hi, I'm Karan 👋

AI Engineer · Building Agentic Systems & Scalable AI Infrastructure


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Coding GIF

About Me



Tech Stack

Python TypeScript C/C++ CUDA PyTorch JAX Hugging Face Elasticsearch PostgreSQL AWS AMD GPU Docker


Experience

Stock GPT — AI-Powered Market Analysis Platform   |   Go India Advisors

Built a state-of-the-art agentic AI assistant for equity research, serving top mid-cap Indian stock exchange companies, fund managers, and individual investors. The platform performs deep research across broker reports, earnings transcripts, quarterly/annual filings, financial data, and 27+ SQL tables using multi-tool calling with the latest AI models. Implemented credit systems and monitoring with Langfuse, driving a 50% increase in paid users.

Multi-Node Elasticsearch Vector Database

Deployed a multi-node Elasticsearch cluster from scratch as a scalable vector database with proper data backups and recovery — replacing Pinecone to optimize costs at scale.

GPU-Powered Intelligent Indexers

Built multiple GPU-powered indexing pipelines, including one using MinerU to extract and crop images from raw broker reports, then analyze them in context using Gemini — achieving 95% extraction accuracy. Dynamically scaled GPU instances for task-specific processing, enabling analysts to search and integrate visual data across Indian stock companies while significantly reducing infrastructure costs.

Python Backend & Automation

Extensive Python scripting for schedulers, data migration pipelines, and backend APIs powering production financial systems.


Achievements

Hackathon Organizer Highlight
Hackfest 5.0 Deutsche Telekom ₹3 Lakh prize winner
Anveshna Agastya International Foundation & Synopsys Winner
IEEE Hackathon Bhartiya Vidyapeeth College of Engineering Winner
Hack the League Ch. 2 MLH, Jaipur Winner
Glitch Shiv Nadar University Winner — Security Track
Dojima Networks Dojima (Blockchain Startup) Winner
IdeaFind Plus VIT Vellore Winner

Latest Blog Posts


Connect with Me

LinkedIn   X   Instagram   YouTube   Hashnode


Let's connect and build something amazing together!

Pinned Loading

  1. bulkwork bulkwork Public

    Dart

  2. nxt-search nxt-search Public

    JavaScript

  3. talawa-api talawa-api Public

    Forked from PalisadoesFoundation/talawa-api

    API Backend for the Talawa Mobile App. Click on the link below to see our documentation

    TypeScript

  4. saasai saasai Public

    TypeScript