shreya dantani
Open to work5 years experienceSenior Full Stack Engineer
Senior Full Stack Engineer, AI/LLM Integration, RAG Pipelines, Multi-Agent Systems, Generative AI, MERN, Next.js
Standing Rank
Rank Not Available
Developer Badges
Badges Pending
Skills & Technologies
51 skillsWork Experience
Senior Software Developer
FunnelCockpit GmbH
- Architected and built an AI-powered Page Generation Engine from scratch, a conversational chatbot that generates complete, fully-styled funnel pages from natural language prompts, integrating both OpenAI GPT-4o and Google Gemini APIs with intelligent model routing.
- Developed and fine-tuned a custom GPT model using OpenAI's fine-tuning API on domain-specific funnel data, improving page generation quality, tone, and structural accuracy.
- Designed and implemented a No-Code AI Agent Builder enabling users to create, configure, and train their own AI apps and agents within funnel pages, with custom knowledge bases and agent workflows.
- Built AI-powered reporting modules with OpenAI API and LangChain, and implemented RAG pipelines using ChromaDB for context-aware insights over client-specific funnel data.
- Led the full monorepo migration, consolidating 7 separate repositories (previously in Meteor.js) into a single, structured monorepo, improving developer experience, CI/CD pipelines, and code sharing.
- Delivered production improvements across Stripe payment and subscription systems and backend APIs, collaborating with cross-functional German and international teams through structured code reviews.
Full Stack Developer
Compatible Solutions
- Architected RESTful APIs using Node.js/Express integrating third-party services including Stripe, Gmail API, and AWS S3.
- Built performant, accessible frontends with React, Next.js, and Tailwind CSS for UK, US, and Sweden-based clients.
- Adopted NestJS, Prisma ORM, TypeScript, and Socket.IO progressively across projects to meet evolving technical requirements.
- Mentored junior developers, conducted code reviews, and enforced best practices in performance and security.
- Delivered 2 end-to-end client web projects covering frontend development, REST API integration, and payment gateway setup.
Freelance Web Developer
Self-employed
Projects
Autonomous AI Research & Report Generation Engine
- Designed a multi-agent pipeline in AGiXT with specialised roles, ingestion (PDF/URL scraping), research (semantic search over Pinecone), synthesis (cross-source reasoning), and report generation (structured markdown/PDF).
- Integrated OpenAI GPT-4o and Claude API with dynamic model routing per task, and a Pinecone RAG layer enabling sub-second semantic retrieval across thousands of documents.
- Exposed workflows via a FastAPI microservice with a React dashboard, handling async jobs through a Node.js queue (Bull/Redis), PostgreSQL, and AWS S3.
Seed-VC Voice Cloning & Seed Dance Generative Video Pipeline
- Integrated Seed-VC for real-time voice cloning from short audio samples; used Seed Dance to produce choreographed avatar animations synced to custom audio.
- Built a Node.js orchestration layer managing the full media pipeline: upload, model inference, video assembly, and delivery via AWS S3 pre-signed URLs.
- Implemented FFmpeg post-processing for format normalisation and quality optimisation.
XGBoost Predictive Analytics Dashboard
- Trained and tuned an XGBoost classifier on real business data to predict customer churn with high accuracy.
- Built a FastAPI microservice to serve model predictions in real time; designed interactive Chart.js dashboards with KPI cards for stakeholder monitoring.
Multi-Agent Workflow Automation (AGiXT + Claude API)
- Designed multi-agent chains where specialised agents (researcher, writer, reviewer) collaborated on document generation and data extraction tasks.
- Used Claude API as the reasoning backbone for structured output generation, summarisation, and high-accuracy document drafting.
Giftlips
View Project- Integrated Stripe for secure gift card transactions; built real-time video sharing via Socket.IO in an Agile cross- timezone team.
FunnelCockpit
View Project- Built an AI-powered Page Generation Engine for a marketing funnel builder SaaS, generating fully-styled funnel pages from natural language prompts with multi-model routing (GPT-4o + Gemini) and a fine-tuned custom GPT.
- Shipped a No-Code AI Agent Builder and RAG-powered reporting (ChromaDB) for context-aware insights over client-specific funnel data.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
International Client Project Leadership
Led end-to-end development of 4+ international client projects as the primary full-stack contributor.
About Details
Professional Bio
AI-focused Senior Full Stack Engineer with 5+ years of experience building production-grade web applications and end-to-end AI-powered systems. Deep hands-on expertise in LLM integration, fine-tuning GPT models, LangChain orchestration, multi-agent workflows, RAG pipelines, and generative AI tools.
Bachelor of Computer Applications (BCA)
JG University, Ahmedabad (2018 - 2021)