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Sankalp774/README.md

Hi, I'm Sankalp Sahu 馃憢

AI engineer, Python backend. I build agentic AI systems with Strands Agents, FastAPI, and local or cloud LLMs (Bedrock, Ollama, LM Studio). The agent calls the tools; plain Python handles the scoring and the rules.

馃搷 Chennai 路 馃帗 CSE @ SRM University 路 馃捈 Open to AI Engineer / Python Backend roles 馃敆 Portfolio 路 LinkedIn 路 X

Featured work

Project What it shows
mark-map Multi-agent class-ops desk (AWS Agents for Humans). Turns an exam paper and marksheet into a chapter map and briefs for teachers and families. FastAPI + Strands, Bedrock/Ollama/LM Studio, OCR, CI, and an eval gate that keeps invented marks at 0. Demo video
family-loop Everyday agent desk around Screen Time: triages requests, asks the parent only when it should, and sends a Sunday digest. Strands specialists, policy JSON, persistent memory. Demo video
Kasparro-ai-resume-screening Deterministic resume ranking CLI. The LLM and GitHub API only supply evidence, with a fallback for each resume. pydantic, pytest, PDF reports.
openclaw-nexus Homelab agent system on OpenClaw: an old phone as the camera, a tablet as the kiosk, and a local 20B model, all controlled from WhatsApp.
AI-powered-code-analysis-assistant AST and embedding-based static analysis with refactor suggestions.
BankEngine High-concurrency banking engine in Java, with tests and benchmarks.

Stack

AI / agents: Strands Agents, LiteLLM, OpenAI-compatible APIs, AWS Bedrock, Ollama, LM Studio, Hugging Face, scikit-learn Backend: Python, FastAPI, pydantic, pytest, Docker, GitHub Actions Also: TypeScript / Next.js, Cloudflare Workers, Java

How I build

  • Guardrails first: missing data stays missing, and no silent yes on sensitive actions.
  • Tests and eval checks alongside the code, and demos that run in one command.

Popular repositories Loading

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    #my first year basic project Rock , paper , sccisors in c++

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    Hindi sentiment analysis (positive/negative/neutral) for mental-health text, with a classical NLP baseline and published metrics.

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    Mood-aware movie recommendations: webcam emotion detection plus a FastAPI recommender and a web UI.

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    NLP tool that summarizes legal contracts, extracts key clauses, and generates and evaluates questions.

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  6. PlanifyAI-AI-Study-Plan-Generator PlanifyAI-AI-Study-Plan-Generator Public

    Automated study planner leveraging AI summarization, document ingestion, and email scheduling. Built with Python, Gradio, and Google Colab compatibility.

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