Projects

7 projects — AI systems, distributed platforms, and side projects.

EasyTex.cc

AI-Powered LaTeX Resume Builder

Feb 2025 – Present

1,500+

active users

10K+

PDFs generated

45%

latency reduced

—Launched an AI-first platform architecting agentic document generation workflows that orchestrate pretrained models with external tools to generate deterministic PDFs — with eval pipelines tracking accuracy, latency, and cost-per-request.
—Built LLM transformation pipelines with prompt engineering for structured rewriting and semantic normalization, deploying sandboxed infrastructure on GCP Cloud Run with caching and worker queues.
—Implemented LLM tool calling for structured actions — bullet rewriting, skill extraction, job-description matching — reducing manual resume editing time by 60%.

GCPCloud RunLLMsReactNode.jsPython

🏆 Winner

Multi-Agent Real Estate Platform

2025

—Built a multi-agent real estate AI system using Google ADK and LangGraph with ReAct patterns and hierarchical delegation, orchestrating specialized agents for property search, appointment booking, and bidirectional voice calling via Twilio STT/TTS.
—Designed agent state management and granular tracing with MCP integration across multi-turn voice conversations, implementing self-reflection loops for response quality validation and reliable handoffs between agents.
—Architected cost-efficient multi-agent deployment with dynamic task routing — Gemini for complex reasoning, lightweight models for routine classification.

Google ADKLangGraphMCPGeminiPythonTwilio

In Progress

Semantic File Search

Nov 2025 – Present

—Local RAG system indexing PDFs, code, and markdown using SentenceTransformers + ChromaDB/FAISS with hybrid semantic + BM25 retrieval.
—80% faster than traditional grep-based search across a 10K+ document corpus.

PythonRAGChromaDBFAISSSentenceTransformers

Real-Time Distributed Editor

Sep – Dec 2024

—Serverless collaborative editor using AWS Lambda, WebSockets, and Y.js CRDT supporting 100+ concurrent users with 99.9% uptime.
—Distributed code execution platform on Docker + AWS Fargate processing 1,000+ concurrent executions per second.
—CI/CD pipeline reducing deployment time by 60% with zero-downtime deployments.

AWS LambdaWebSocketsY.jsDynamoDBDockerFargatePythonRedis

Cloud-Native DBaaS Platform

Oct – Dec 2024

—Multi-tenant DBaaS system onboarding 50 tenants/second, reducing manual provisioning by 80%.
—95% schema migration success rate via automated SQL validation and Redis-backed retry mechanisms.
—Sub-0.01-second DB initialization times on MySQL/EC2 — 60% faster than RDS.

PythonMySQLRedisEC2SQSSSMSQL

ML-Powered IoT Analytics

Sep – Dec 2023

—ETL pipeline (Kafka + Spark) ingesting 5 years of windmill sensor data, reducing processing latency 40%.
—LSTM model in TensorFlow achieving 89% accuracy forecasting turbine failures.
—Flask dashboard serving turbine analytics with real-time log summaries and historical trend graphs.

KafkaSparkTensorFlowLSTMFlaskPython

AWS Lambda Image Optimization

Aug – Oct 2023

—Serverless pipeline on AWS Lambda for automatic image resizing and optimization, achieving 50% reduction in image load times.
—Metadata APIs with sub-50ms retrieval time for optimized asset management.

AWS LambdaS3PythonAPI GatewayServerless