Projects

Problem

Lawyers spend 50+ hours per case manually reviewing thousands of documents, researching precedents, and drafting briefs. This bottleneck limits how many cases a firm can handle.

Solution

Built a multi-step autonomous agent using LangGraph and Temporal that ingests legal documents, performs citation-backed research via RAG, and generates courtroom-ready drafts with human-in-loop review.

Problem

SDRs were spending 2 hours per lead batch on manual research — finding emails, LinkedIn profiles, and company data. The process didn't scale and was error-prone.

Solution

Built a custom AI agent using LangChain and Claude API that automates multi-source research, email verification, and company data enrichment with 95% accuracy.

Problem

Support ticket volume was growing 30% quarter-over-quarter. Hiring couldn't keep pace, and response times were averaging 4 hours.

Solution

Deployed an AI agent with RAG over the product catalog and FAQ knowledge base. Handles order tracking, returns, product Q&A with confidence scoring and automatic escalation to humans.

Problem

Writers could produce 20 pieces per month, but clients demanded more. Hiring writers wasn't economically viable at the agency's margins.

Solution

Built a multi-step AI pipeline: brief intake, research agent, Claude-powered draft generation with per-client brand voice, SEO optimization, and a human review queue.

Problem

Teams were spending hours reading through lengthy reports, research papers, and meeting transcripts to extract key takeaways.

Solution

Built a web app that accepts documents in multiple formats, chunks them intelligently, and generates structured summaries with key points, action items, and follow-up questions.

Problem

Existing finance apps were either too simple (no real-time data) or too complex (Bloomberg-level UIs). Needed a middle ground for everyday investors.

Solution

Built a clean, real-time dashboard with interactive D3.js charts, portfolio allocation views, historical performance tracking, and market news integration.

Problem

Starting new projects required weeks of boilerplate — auth, billing, database, email, deployment. Same setup repeated for every new idea.

Solution

Built a reusable full-stack platform with authentication (OAuth + magic links), role-based access, Stripe billing, transactional emails, and CI/CD pipeline out of the box.

Problem

Customers had no visibility into shipment status after placing orders. Support was overwhelmed with 'where is my package?' calls.

Solution

Built a tracking platform with real-time shipment updates via webhooks, interactive map visualization, estimated delivery times, and automated notification system.

Problem

Teams were switching between Jira, Trello, and Notion — no single tool that was simple enough for daily use but powerful enough for sprint planning.

Solution

Built a Kanban-based task manager with drag-and-drop boards, sprint planning, time tracking, team assignments, and Slack integration for notifications.

Problem

Organizations struggled to align team goals with company objectives. Existing OKR tools were enterprise-heavy and hard to adopt.

Solution

Led frontend development of a 14+ module self-serve portal with goal tracking, performance insights, HR workflows, and a reusable component library using Stencil.js and Atomic Design.

Problem

The startup's existing website had a 0.8% conversion rate. Investors were bouncing before reaching the pitch.

Solution

Designed and built a conversion-optimized landing page with animated hero, social proof sections, investor testimonials, and a streamlined sign-up flow with multi-step forms.

Problem

The startup had no web presence. Needed a site that conveyed innovation and technical credibility to attract enterprise partners.

Solution

Built a visually rich site with scroll-triggered GSAP animations, parallax sections, interactive product demos, and responsive design that works perfectly on mobile.

Problem

Design and engineering teams were out of sync — inconsistent colors, spacing, and components across products led to visual bugs and wasted review cycles.

Solution

Built a design system management tool with a live component library, design token editor, theme switching, and auto-generated documentation from component props.

Problem

Players had no easy way to track their stats, compare with friends, or analyze match history outside the game.

Solution

Built a real-time companion app that pulls player stats from the game API, displays interactive leaderboards, match history with win/loss trends, and character performance breakdowns.

Problem

Thousands of concurrent users needed to select stores and book delivery slots during peak hours. The existing map was slow and slots were hard to browse.

Solution

Engineered a high-performance Bing Maps integration with store search, real-time slot availability, postcode matching, and optimistic UI updates for instant feedback.

Problem

Data lived in 12 different tools — HubSpot, Salesforce, Stripe, Intercom, etc. Leadership spent 2 hours every Monday reconciling numbers from different sources.

Solution

Built a unified data platform with real-time API connectors, data normalization, deduplication, a single dashboard with AI-powered insights, and anomaly alerting.

Problem

Compliance team searched across 50,000+ regulatory documents using keyword-based search that returned hundreds of irrelevant results. Lookup took hours.

Solution

Designed a hybrid RAG pipeline combining BM25 keyword search with dense vector similarity, a cross-encoder re-ranker, and LLM synthesis with source citations and confidence scoring.

Problem

Enterprise clients needed to track user interactions across web and mobile — millions of events daily — with real-time dashboards and predictive insights.

Solution

Built event ingestion via Kafka (50K events/second), stream processing with FastAPI, time-series storage in TimescaleDB, ML prediction service, and React dashboards with D3.js.

Problem

Employees had to log into multiple internal tools separately. Password fatigue led to weak passwords and frequent lockouts.

Solution

Developed an enterprise-grade Chrome extension for Single Sign-On authentication that integrates with the company's Identity & Access Management platform.

Problem

Tesco needed to serve millions of users across UK, Central Europe, and Asia Pacific with region-specific delivery models, payment providers, and regulatory requirements.

Solution

Built a shared core + regional adapters architecture with micro frontends for independent team deployments, Kafka for event streaming, and comprehensive monitoring with Splunk/New Relic/Grafana.

Problem

Traditional van delivery was too slow and expensive for small basket sizes in Bangkok. Customers wanted groceries delivered within 1 hour.

Solution

Built a lightweight delivery system using mopeds with real-time rider tracking, Google Maps route optimization, dynamic ETA calculation, and integration with local payment providers.

Problem

Distributed microservices across AWS, Azure, and GCP made debugging production issues extremely difficult. Mean time to resolution was 4+ hours.

Solution

Implemented comprehensive observability with Prometheus for metrics, Grafana dashboards, OpenTelemetry for distributed tracing, ELK Stack for logging, and PagerDuty for alerting with custom resilience patterns.

Problem

Manual deployments took 2+ hours, were error-prone, and blocked other teams. Test coverage was inconsistent and regressions slipped through.

Solution

Automated CI/CD workflows with GitHub Actions, containerized builds with Docker, automated test suites (PyTest + Selenium), and staged rollouts with health checks and automatic rollback.