
Backend & Cloud Developer | Python + FastAPI | AWS. Building scalable Apps & Cloud solutions. Open to Collaborations & Freelance opportunities
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
MALRA-SYNTH
April 15, 2026 – Present
Machine-Augmented Learning & Recursive Awareness – Synthesis Layer
View ProjectLLM-Internals-lab
February 15, 2026 – Present
Structured deep dive into transformer architecture and language model internals. Currently storing reference implementation (microgpt) for later breakdown and re-implementation. Planned exploration includes: Autograd from scratch Attention math breakdown Transformer architecture analysis Training loop mechanics Scaling insights
View ProjectMarketShield-AI
February 12, 2026 – Present
MarketShield AI is an AI-powered risk intelligence system for small e-commerce sellers that monitors pricing trends, marketplace policy changes, and regulatory risks, and alerts sellers before financial damage happens.
View ProjectRegulaFlow-AI
February 3, 2026 – Present
Autonomous AI Compliance and Risk Monitoring Agent.An autonomous AI agent that continuously monitors documents, policies, and AI system changes, then detects compliance risks, explains them, and proposes corrective actions without human prompting.
View ProjectShortzy-v2-URL-Shortner
January 21, 2026 – Present
Shortzy v2 is a modern, scalable URL shortening and link intelligence platform built with FastAPI, PostgreSQL, and Redis. Unlike traditional URL shorteners, Shortzy v2 focuses on analytics, security, and intelligent insights using AI-driven features.
View ProjectInternalOps-API
December 16, 2025 – Present
InternalOps API is a backend system built with FastAPI for managing internal company operations. It includes secure authentication, role-based access control, and CRUD APIs for business data, designed to simulate real-world internal tools used in production environments.
View ProjectDSA-Forge
August 11, 2025 – Present
Mastering DSA — Not Just Solving Problems, Engineering Solutions. A curated vault of patterns, logic frameworks, and problem dissection techniques designed to crack any coding challenge — from brute force to optimal in record time.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focus on AI/ML, backend APIs, and DSA. While demonstrating initiative, there is limited evidence of collaborative team projects or contributions to open-source, which are often indicators of cultural fit in a team-oriented environment. The target role is 'Cloud Developer', and while some projects touch upon backend services, direct cloud platform experience (AWS, Azure, GCP) is not explicitly mentioned in project descriptions or technologies, indicating a potential gap in direct role alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.