Engineering thatEmpowers

Challenge

Create a SEC-compliant platform for fractional ownership of US real estate through security tokens, enabling democratized access to high-value properties while ensuring regulatory compliance and secure transactions.

Solution

Built a comprehensive tokenization platform using Solidity smart contracts on Ethereum/Polygon, integrated blockchain wallets, implemented KYC/AML processes, and developed a microservices architecture with Spring Boot and NestJS. Ensured full SEC compliance and created a user-friendly interface for portfolio tracking.

Results

Challenge

Healthcare providers needed an intelligent system to respond to complex medical queries using natural language, handling both specific analyses and broader medical inquiries while maintaining data confidentiality and accuracy.

Solution

Developed an advanced NLP system using OpenAI LLMs and fine-tuned CodeLlama-7B. Implemented RAG pipelines with few-shot learning, generated synthetic training data using prompt engineering, and applied LoRA/PEFT techniques for cost-efficient fine-tuning. Built custom distance algorithms for SQL generation and conducted A/B testing with reinforcement learning.

Results

Challenge

Clinical trial design process was manual and time-consuming, requiring analysis of 200+ page documents. Need for automated extraction of text, tables, and images with intelligent mapping to ontologies.

Solution

Built a comprehensive automation pipeline with microservices architecture using Kafka, Celery workers, and event-driven design. Implemented advanced parsing with Llama Parser, AWS Textract, and GPT-4. Created auto-mapping pipelines achieving 90%+ accuracy for SCLC activities and CMS cost data. Organized data in Dgraph with custom ontology alignment.

Results

Challenge

Al-Ghurair Investment needed a scalable ride-hailing platform for the Middle East market with real-time tracking, secure payments, and high availability to compete with established players.

Solution

Developed a full-stack ride-hailing solution with React Native mobile apps, NestJS and Spring Boot backend, integrated Google Maps API for real-time tracking, Stripe for payments, and implemented AWS infrastructure with CI/CD pipelines for automated deployment and scaling.

Results

Challenge

Financial institutions needed automated processing of tax returns (Form 1040, Schedule-1) and insurance claims with high accuracy, handling both raster and vector PDFs while ensuring compliance with tax regulations.

Solution

Built dual-pipeline system: NLP-based OCR for raster PDFs and HTML parser for vector PDFs. Fine-tuned custom Hugging Face Donut model for insurance documents. Implemented DocVQA for context-aware extraction, integrated AWS Textract with Redis caching, and developed Flask/FastAPI backend with PostgreSQL for structured data storage.

Results

Challenge

Build a secure, multi-chain cryptocurrency wallet supporting Bitcoin, Ethereum, Binance Smart Chain, and TRON, with NFT storage capabilities and robust security for private key management.

Solution

Developed a cross-platform wallet using React Native with Go and NestJS backend. Implemented secure wallet integrations for 4 blockchains, NFT storage and transaction features, microservices architecture, and industry-standard encryption for private key management.

Results