Full Stack & AI Engineer | Python, React & LLMs
Autonomous AI CRM & Revenue Intelligence Platform
Built an enterprise-grade AI-powered CRM and Revenue Intelligence SaaS platform featuring autonomous prospecting, predictive deal analytics, and automated SDR workflows.
Core Architectural Modules:
• AI Prospector (Autonomous Lead Discovery): Real-time map discovery (Google Places/OpenStreetMap) and automated web enrichment with LLM fit scoring (1-10) and custom pitch generation.
• Shadow SDR: Asynchronous cold outreach email draft generator powered by FastAPI BackgroundTasks and local/cloud LLM chaining (Ollama/Groq/Gemini).
• Dynamic CRM Pipeline: Drag-and-drop Kanban board (@dnd-kit) with strict phone deduplication, server-side pagination, and one-click lead-to-sale transitions.
• Predictive Revenue Engine: Scikit-Learn regression models for deal win-probability and cash flow forecasting.
• Conversational Sales Assistant: Integrated floating AI chatbot for natural-language pipeline queries and call log summarization.
Tech Stack:
• Backend: Python (FastAPI), SQLAlchemy (Async), PostgreSQL 15, Redis, Alembic, Docker
• Frontend: React 18, TypeScript, Vite, TailwindCSS, Shadcn UI, Zustand, TanStack Query v5
• Machine Learning & AI: Scikit-Learn, LangChain, Groq, Gemini, Ollama
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Just launched a turnkey AI Media Intelligence & Growth Operating System for creator agencies, growth teams, and founders.
Most creator tools are either generic ChatGPT wrappers or lock you into expensive monthly seats with API markups.
I built an end-to-end media OS that gives you full ownership:
🚀 Core Modules:
• Deep Channel Audit: Automated diagnostics on hook retention, traffic leaks, and metadata flaws on any public or connected YouTube channel.
• 30-Day Growth Roadmap: AI-powered, data-backed content cadence, video outlines, and hook frameworks.
• Multi-Channel Sync: YouTube & Instagram analytics aggregation in one workspace.
• BYOK Architecture: Bring-Your-Own-Key LLM integration (OpenAI/Anthropic/Gemini) with zero platform markup.
• Complete Workspace: Script pipeline, blog repurposing, and LinkedIn post generation.
📦 What’s included in the Turnkey Setup:
Full commercial source code license (React UI + FastAPI backend).
Hands-on cloud deployment to your server (VPS/AWS).
OAuth & API keys configuration.
1-on-1 architecture walkthrough call.
Check out the full service offering and book a 15-min live demo walkthrough here:
https://contra.com/s/L2UlZFvm-turnkey-ai-media-os-and-you-tube-audit-system-custom-setup
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Built an end-to-end AI-powered Content Planner and YouTube and Instagram Analytics platform designed to automate channel audits and streamline production workflows.
Key Highlights:
• Automated Channel Auditing: Evaluates video performance, pacing, and retention drivers.
• AI Content Strategy: Generates data-backed content outlines, hooks, and topic clusters.
• Real-time Analytics Dashboard: Aggregates core YouTube performance metrics to deliver actionable publishing insights.
Tech Stack: Python, FastAPI, React, AI/LLM integrations, TailwindCSS.
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Multimodal Video SEO & Content Intelligence Engine
Engineered an end-to-end, 100% offline Multimodal Video SEO & Strategy Intelligence system designed for high-volume content creators and media marketing agencies.
Core Multimodal AI Pipeline:
• Audio Intelligence (Whisper): Millisecond-precision speech-to-text, tone detection, cadence tracking, and keyword density analysis.
• Computer Vision & Thumbnail Scorer (OpenCV + Vision LLMs): Semantic scene identification, on-screen text extraction, and predictive A/B thumbnail clickability scoring.
• Strategic Logic & SEO Pack: Correlates audio and visual signals to compute weighted retention scores (Hook 35%, Keyword 25%, Visual 25%, Sentiment 15%) and automated metadata packages.
• Competitor Benchmarking: Automated transcript gap analysis to identify underserved search demand and audience retention triggers.
• Automated Client Reporting: Production-grade automated PDF audit generation with visual breakdown charts.
Tech Stack:
• Core: Python, FastAPI (Async Orchestration), OpenCV, FPDF2, SQLite
• AI & Local Models: OpenAI Whisper, Gemma / Local LLMs via Ollama, TextBlob
• Dashboard: Streamlit Analytical Interface
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