my work

On a mission to build impactful products and services, and along the way, teach the next generation of developers. Here's a summary of my work so far.

LoanX

AI Software Developer, Aug 2025 - Feb 2026

AI-Powered Title Insurance Automation Platform

• Architected a 13-step LangGraph pipeline with parallel layer execution for end-to-end legal document analysis, from raw property records through entity extraction, classification, and automated ALTA PDF report generation.
• Built complex event-driven workflow orchestration using Inngest, coordinating 10+ parallel data-gathering workflows with idempotent steps, concurrency pooling, and automatic failure recovery.
• Designed a Document Oracle retrieval system with function-calling tools that indexes 100-200+ documents per property into a searchable structure, enabling LLM agents to query by type, date, and tags without exceeding context limits.
• Implemented a deterministic post-processing layer for accuracy-critical matching tasks, bypassing LLM non-determinism where precision matters most by using temporal and reference-based validation.
• Developed a benchmarking framework comparing AI-generated reports against gold-standard data across multiple dimensions, with semantic similarity scoring and confidence calibration analysis.

Envida

Full Stack Developer, Mar 2025 - Feb 2026

Social Media Analytics & Reporting Platform

• Architected a multi-platform analytics engine integrating Meta, Instagram, Google Analytics 4, TikTok, and Meta Ads with 40+ configurable dashboard widgets, period-over-period comparison, and cross-platform metric normalization.
• Designed an intelligent Meta account discovery system with phased pagination, fuzzy name matching for auto-linking ad accounts to pages, duplicate detection, and smart rate limit management across hundreds of accounts.
• Built a drag-and-drop report builder with scheduled publishing, recursive template-based report generation, email delivery with open/click tracking via webhooks, and secure external sharing capabilities.
• Developed a real-time messaging system with server-sent events, read receipts, file attachments (S3), @mentions, and automated email digest notifications with configurable frequency.
• Integrated OpenAI to generate AI-powered marketing insights from structured report snapshots, summarizing spend, conversions, ROAS, trends, and anomalies across properties in natural language.
• Implemented role-based access control across 6 user roles with multi-tenant client isolation, an invitation system, and a multi-layer caching architecture (Redis + PostgreSQL) with GA4 request queuing to handle API quota limits.

Eeze

Senior Frontend Developer, Jun 2024 - Aug 2025

Live casino games including Absolute Blackjack, Speed Blackjack and Classic Blackjack

• Built custom frontend packages with Redux state management, SCSS theming, and reusable UI components to streamline game UI modelling and reduce configuration latency.
• Developed internal tooling to accelerate UI modelling and production configuration, cutting set-up time and enhancing production throughput.
• Optimized performance and code-quality on AWS-hosted games, achieving low latency, high frame-rate rendering, and smooth player experience across varying devices.

Lasso Solutions Inc

AI Software Developer, Jul 2024 - Dec 2024

AI-Powered Grant Platform: Document Processing, Multi-LLM Extraction, Automated Form Filling, Grant Matching

• Architected and deployed the full AWS cloud infrastructure (ECS, EC2, S3, ElastiCache) from scratch, including Docker containerization, CI/CD pipelines, and production monitoring for a multi-service platform.
• Built a multi-LLM data extraction engine integrating OpenAI Structured Outputs, Google Gemini, and Anthropic Claude behind a unified abstraction layer, with consensus-based accuracy and configurable prompt templates.
• Designed and implemented a 6-stage AI processing pipeline that automated grant application form filling across PDFs and spreadsheets.
• Developed a consumer-facing AI grant matching product end-to-end: multi-step user flow, LLM-powered project validation, real-time notifications.
• Built browser automation microservices (Selenium/Playwright) deployed as standalone ECS containers.

Therapedia

AI Software Developer, May 2024 - Jul 2024

HIPAA-compliant AI assistant for therapists, psychologists, and psychiatrists, managing sensitive clinical data.

• Built a real-time transcription engine with sentence-level semantic analysis for live session capture and tagging.
• Integrated AI-powered suggestions and summaries to accelerate note generation and boost practitioner efficiency.
• Designed enterprise-grade security (encryption in transit & at rest, RBAC, audit logs, private networks) to ensure HIPAA compliance.
• Developed analytics dashboards to track session metrics, suggestion adoption, transcription accuracy, and system performance.
• Integrated prompt-engineering and evaluation workflows for LLMs to enhance the relevance and alignment of generated suggestions.
• Delivered end-to-end cross-platform services, optimized for low-latency inference and scalable deployment.

Crimson Education

AI Full Stack Developer, Aug 2023 - Apr 2024

Leading university admissions consultancy (Admityogi Essays; Dr.Ivy)

• Led full-stack merger of two platforms with zero shared codebase: unified auth, payments, databases, and analytics, driving 50% traffic growth.
• Built AI-powered features: statistical acceptance calculator (10+ weighted factors), profile scoring engine (12 sections), and fraud detection via text similarity matching.
• Designed credit economy with completeness-based pricing, affiliate commissions, and enterprise tiers, increasing overall platform usage and revenue.
• Enhanced GPT-powered essay advisor with streaming, user context injection, and abuse-prevention rate limiting.

Genova AI

Full Stack Developer, Jun 2023 - Oct 2023

Venture studio building Generative AI products (PictureMe - AI headshot generator)

• Improved model output quality by 10% by developing pre-upload AI image-filtering and validity detection pipelines (face detection, blur checks, quality gating).
• Reduced user issues by 60% through automated feedback mechanisms, reward flows, and intelligent UX loops designed to guide users toward higher-quality AI generations.
• Increased virality and organic traffic by implementing a referral system optimized for mobile growth and shareability.
• Enhanced prompt and model performance by designing structured prompt-selection interfaces that captured high-signal user intent for downstream image-generation workflows.
• Delivered rapid AI feature iterations across both iOS and Android, often under tight time constraints for releases and experiments.

Traderion

Full Stack Developer, Jan 2021 - Jul 2023

Fintech Web Applications: Portfolio Management, M&A, Options & Trading Simulators, Asset Management

• Architected and delivered simulation-driven fintech products (Options Trading, M&A, Portfolio Management), building complex, high-concurrency systems used in training, education, and financial modelling.
• Built two full SaaS platforms end-to-end — an Options Simulator MVP in less than 3 months and an M&A platform in less than 6 months, applying domain-driven design, event-driven data flows, and scalable cloud infrastructure.
• Increased usage by up to 40% by rapidly shipping high-impact features aligned with business strategy and product feedback loops.
• Operated at production scale, supporting 3,000+ active users and 200,000+ daily actions, optimizing performance, API throughput, and real-time interactions.
• Introduced automated data processing, internal tooling and workflow engines, enabling faster simulations, reporting, and live-trading scenarios.
• Collaborated closely with a non-technical founder, translating business requirements into scalable product architecture, technical roadmaps, and internal processes.