Full-Stack AI Platform Development

? About Me
? Final-year BTech student passionate about building end-to-end software systems and automation platforms.

? Builder of AI-driven platforms combining marketplace, agent automation, and deployment infrastructure.

? Freelancing experience in full-stack development, AI system integration, cloud infrastructure, and product engineering.

? Strong background in Python, JavaScript, Docker, FastAPI, Node.js, React, and cloud services like AWS and GCP.

? Experience creating products that integrate LLMs (like GPT-4), genetic algorithms, symbolic regression, and automation agents.

? Founder/developer of multiple AI and automation-based products — solving real-world problems with smart systems.

? Skilled in building secure, scalable platforms with token authentication, container management, and service proxies.

? Open-source contributor and creator of the taskpilot_aws-inator project – deploy AWS infra using natural language prompts.

? Key Projects
? ToolboxAI – AI Automation Platform
Built a marketplace platform for AI agents that automates user tasks via web interfaces and API endpoints.

Features include:

Agent-as-a-Service delivery using Docker + NGINX proxying.

URL routing with token-based access for secure agent interaction.

Automatic VM/container deployment on user demand.

? Master Agent + Specialized Agent Architecture
Developed a master orchestration agent using LangChain AgentExecutor.

The master:

Analyzes tasks.

Plans steps.

Invokes the right specialized agents using metadata + API documentation.

Built a searchable agent database to recommend agents based on job descriptions.

? Genetic Algorithm–Based Robo-Trader
Created a trading strategy generator using fundamental, technical, and sentiment analysis.

Uses:

Genetic algorithms with tree-based strategy representation.

Trainable parameters (comparison thresholds, risk factors, tree depth).

Integrated with Zipline & Alphalens for backtesting and factor analysis.

? Alpha Factor Discovery with STGA + Deep Symbolic Regression
Designed a system that:

Evolves mathematical alpha signals.

Optimizes constants using symbolic regression.

Penalizes complexity using parsimony in the fitness function.

Ranks stocks based on Spearman correlation and IC metrics.

? Proxy Website System for Client Containers
Developed a secure proxy-like website system:

Verifies access tokens.

Tracks usage for billing.

Serves Docker container UIs through official domains with sub-path routing.

⚙️ Autonomous GCP Deployment Manager
Built a system to:

Deploy and scale VM instances on GCP.

Deploy and manage NGINX containers for traffic routing.

Auto-scale based on resource usage (CPU, memory).

Automatically update NGINX config files as new containers are deployed.

? LLM-Based Custom Ad Engine (WIP)
Currently building a personalized ad engine:

Uses user chat history (JSON exports) to extract topics, preferences, intent.

Targets ads or content using GPT-based summary and classification.