Hi There, I am ->
Gangothri Darsi.
AI Engineer • Production LLM Systems & Full-Stack
AI Engineer building production LLM systems that serve real users. Built an AI tutoring platform serving 15,000+ students across 120+ schools, including Socratic tutoring agents, RAG pipelines, multi-agent orchestration, and voice AI. Full-stack: Python, Django, Flutter, LangChain, LangGraph.
1K+
Daily Active Users
15K+
Students Impacted
120+
Schools Served
3+
AI Projects (OSS)
About me
I build and ship production AI systems end-to-end. At Bryt, I built an AI tutoring platform serving 15,000+ students: Socratic tutoring agents with multi-model LLM fallback (GPT-4o, Gemini, Claude), voice AI (STT/TTS), offline hint generation for 10,000+ questions, and adaptive learning pipelines. I also build open-source AI tools: multi-agent research systems (LangGraph), RAG knowledge assistants (ChromaDB), and code root-cause analyzers (Tree-sitter + LLM).
- Production LLM Systems
- RAG & Multi-Agent AI
- Full-Stack Delivery
- AI Architecture
What I Know
Build • Ship • Scale
I build production AI systems: LLM tutoring agents with multi-model fallback, RAG pipelines with evaluation frameworks, multi-agent research systems with LangGraph, and voice AI (STT/TTS). I ship full-stack: Python/Django backends, Flutter mobile apps, and cloud infrastructure on Firebase, GCP & AWS.
Skills
- AI / ML
- LLM
- Gemini
- OpenAI
- LiteLLM
- Frameworks
- LangChain
- LangGraph
- MCP
- Techniques
- RAG
- Multi-Agent
- TTS / STT
- LLM
- Development
- Mobile
- Flutter
- Riverpod
- Hive
- Backend
- Django
- Node.js
- FastAPI
- Cloud
- Firebase
- GCP
- AWS S3
- Mobile
- DSA
- Arrays
- Sorting
- Sliding Window
- Heaps
- Trees & Graphs
- BFS / DFS
- Backtracking
- Shortest Paths
- DP & Greedy
- Memoization
- Two Pointers
- Binary Search
- Arrays
- Languages & Tools
- Languages
- Python
- Dart
- JavaScript
- C
- Databases
- PostgreSQL
- MongoDB
- ChromaDB
- Tools
- Git
- Cursor AI
- Postman
- Languages
Projects
DebugLens - Error Root-Cause Analyzer
Paste a stack trace or error log, it reads your codebase (local repo or GitHub URL), traces the call chain to the root cause via AST-based code tracing (Tree-sitter), searches StackOverflow/GitHub Issues for similar problems, and suggests a fix with exact file + line re...
DocMind - RAG Knowledge Assistant
Retrieval-Augmented Generation system for conversational Q&A over custom document collections. Features document chunking & embedding pipeline, vector similarity search with MMR reranking (ChromaDB), context-aware LLM responses with source citations, and an evaluation p...
ResearchCrew - Multi-Agent Research System
Give it a topic, 4 specialized agents (Planner, Searcher, Analyst, Synthesizer) autonomously research the web and produce structured reports with citations. Features LangGraph state machine orchestration, tool-calling agents, and WebSocket streaming showing each agent's...
Experience
Blogs
Coding Profiles
LeetCode
Solved 800+ problems covering arrays, trees, graphs, dynamic programming, and system design patterns. Strong proficiency in Data Structures and Algorithms.
Languages Used:
Python
C
JavaScript
...
Rating:
1503+
Problems solved:
800+
Certifications
Data Structures and Algorithms
Earned ELITE + SILVER for scoring 78% in Data Structures and Algorithms using Python from NPTEL
Postman Student Expert
Awarded for demonstrating proficiency with APIs and Postman by completing foundational tasks in Postman.
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Hyderabad, India