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  • Hyderabad, India

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Achievement: Pull Shark

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Shibukedang27/README.md

Hi, I'm Mithilesh 👋

B.Tech AI & ML student at JBIET, Hyderabad (graduating 2027). I build practical ML and LLM applications: agents, text-to-SQL, evaluation harnesses and data dashboards.

🔍 Open to: AI/ML internships, data science / analyst and Python developer roles (Hyderabad or remote) 📫 Reach me: [email protected] · LinkedIn

Featured projects

Project What it does Stack
askdata-semantic-agent Text-to-SQL analytics agent with a semantic layer, 3-layer SQL guardrails, a 47-question eval harness and an MCP server Python, SQLite, Ollama/OpenAI, Streamlit
agentlens-trace-analyzer Finds waste in LLM agent traces: cost, p50/p95 latency, tool-call loops, retry storms, prompt bloat Python, Streamlit
goal-agent-controller Goal-driven plan/act/verify agent loop with pluggable LLM providers and 72 tests Python, FastAPI
sms-spam-filter End-to-end spam classifier with model comparison, threshold tuning and leakage checks scikit-learn, Streamlit
ipl-data-analysis EDA of IPL ball-by-ball data, 2008–2026 pandas, DuckDB, Streamlit
Kuro A small programming language with a type checker, IR, self-hosted compiler and bytecode VM Python

Tech I work with

Languages: Python, SQL, JavaScript/TypeScript, C++, Java ML / data: scikit-learn, pandas, DuckDB, LSTM/RNN time series, Jupyter LLMs & agents: OpenAI, Ollama, MCP, RAG and retrieval, evaluation harnesses Apps & backend: FastAPI, Flask, Streamlit, React, MongoDB, SQLite

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  1. goal-agent-controller goal-agent-controller Public

    Goal-driven agent loop (plan, act, verify) with FastAPI, mock/OpenAI/OpenRouter providers and 72 tests.

    Python

  2. ipl-data-analysis ipl-data-analysis Public

    EDA of IPL ball-by-ball data (2008-2026) with pandas, DuckDB SQL, matplotlib and Streamlit

    Python

  3. steel-plant-ops-automation steel-plant-ops-automation Public

    Python automation for SYNTHETIC steel plant production logs: validation, cleaning, SQLite, reports, CLI and Flask REST API

    Python

  4. local-assist-research-suite local-assist-research-suite Public

    Local assistant with a from-scratch 1.9M-param transformer (MLX), Ollama Qwen and SQLite-FTS retrieval.

    Python

  5. crowdwisdom-video-ads-agent crowdwisdom-video-ads-agent Public

    CrowdWisdomTrading Video Ads Agent — Hermes multi-agent pipeline (TZURONI internship assessment)

    Python

  6. Kuro Kuro Public

    Small statement-oriented programming language: compiler, type checker, IR, self-hosted compiler and bytecode VM.

    Python