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siddhartth04/README.md
Siddharth Yadav

LinkedIn  Email  LeetCode  GitHub


About

Software engineer and researcher focused on Agentic AI, LLM systems, and applied ML. Currently at MANIT Bhopal pursuing M.Tech in CSE, with research centered on advanced time-series learning frameworks. I work across the full stack — from low-level C++ systems to production LLM pipelines.

Core interests: autonomous agent architectures, RAG systems, transformer-based research, and building ML systems that ship.


Agentic AI Stack

Agentic AI Pipeline

Orchestration    LangChain · LangGraph · AutoGen · CrewAI
Retrieval        RAG · FAISS · ChromaDB · Pinecone · Embeddings
LLM Providers    OpenAI API · Hugging Face · Llama · Mistral
Serving          FastAPI · Streamlit · REST · WebSockets
Observability    LangSmith · Prompt Engineering · Evals

Technical Skills

Technical Skills

Selected Work

GNSS Anomaly Detector ML · Time-Series · Research

High-performance anomaly detection for geodetic GNSS time-series data. Outperforms CNN/LSTM baselines with custom feature engineering and ensemble methods.

97.9% AUC · 88.9% Accuracy

AI Receptionist — HIL System LLM · Agentic · Voice

Human-in-the-loop conversational AI with persistent memory, real-time STT, and LangChain-powered context tracking. Deployed via FastAPI.

LangChain · FastAPI · Whisper · Python

Drone Navigation via RL Reinforcement Learning · Robotics

Autonomous navigation with hybrid PPO + A* algorithm in a custom OpenAI Gym environment. Multi-objective reward shaping for efficiency and safety.

PyTorch · OpenAI Gym · Python

Advanced Algo Bot C++ · Systems · Finance

Low-latency C++ trading bot ingesting live market data via libcurl and jsoncpp. Real-time signal generation with technical indicator computation.

C++ · libcurl · jsoncpp · REST

Qwen3.5-9B Benchmark Suite LLM Evaluation · Gen AI

Comprehensive evaluation framework for Qwen3.5-9B across reasoning, math (GSM8K), coding (HumanEval, MBPP), safety (TruthfulQA), and long-context retrieval.

Python · Jupyter · NLP · Benchmarking

Sorting Algorithm Visualizer Systems · C++ · SDL2

Real-time interactive visualizer for classic sorting algorithms — Bubble, Quick, Merge, Heap, Insertion, Selection — built with C++ and SDL2.

C++ · SDL2 · Algorithms


Research & Publications

2 IEEE Publications — computational intelligence, sensor fusion, and time-series ML. Work presented and published through peer-reviewed IEEE conferences.



Engineering intelligence — where clean code meets smart data.

Popular repositories Loading

  1. Qwen3.5-9B-Benchmark-Test Qwen3.5-9B-Benchmark-Test Public

    Comprehensive evaluation framework for Qwen3.5-9B benchmarking across reasoning, math (GSM8K), coding (HumanEval, MBPP), safety (TruthfulQA), multi-hop QA (HotpotQA), and long-context retrieval (Ne…

    Jupyter Notebook 1

  2. SkillLoop SkillLoop Public

    Procedural memory for LLM agents learn skills from failure, verify them before the agent trusts them

    Python 1

  3. skills-introduction-to-github skills-introduction-to-github Public

    My clone repository

  4. Advanced-Algo-Bot Advanced-Algo-Bot Public

    Advanced Algo Bot - A C++ stock market trading bot that calculates technical indicators using real-time data via libcurl and jsoncpp to automate market analysis.

    C++

  5. Sorting-Visualizer Sorting-Visualizer Public

    Sorting Visualizer in C++ and SDL2 - An interactive visualization tool showcasing real-time behavior of classic sorting algorithms including Bubble, Quick, Merge, Heap, Insertion, and Selection Sor…

    C++

  6. Anomaly-Detector- Anomaly-Detector- Public

    This repository contains the code and methodology for a high-performance anomaly detection system for geodetic GNSS time-series data. Developed for a scientific paper in GPS Solutions, this projec…

    Jupyter Notebook