Skip to content
View starkgit91's full-sized avatar
πŸ’­
learning & creating
πŸ’­
learning & creating

Block or report starkgit91

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
starkgit91/README.md

πŸ‘‹ Hi, I’m Prashant Mishra

πŸŽ“ Masters student at IIT Indore
πŸ“š Major: Electronics and Signal Processing | Minor: Artificial Intelligence

Aspiring software developer with hands-on experience in building, optimizing, and deploying scalable AI systems. I thrive on solving challenging real-world problems using ML, LLMs, and development. My work spans everything from reinforcement learning and self-supervised learning to deploying complete applications in production environments.


πŸ”¬ Projects & Research Highlights

  • βš™οΈ RISC-V-Pipelined-Processor-Implementation - Implemented a 32-bit RISC-V processor with a 5-stage pipelined datapath (IF, ID, EX, MEM, WB), implementing ALU, register file, control unit, CPU Hazards, and memory interface modules in Verilog.
  • βš™οΈ Automation of GridWorld using RL – Built intelligent agents to learn optimal policies in a simulated environment (IIT Kanpur).
  • 🏷 Long-tailed Multi-label Classification – Enhanced representation learning using self-supervised techniques on the ODIR-5K dataset.
  • πŸ“ˆ Stock Price Prediction Agent – Designed LSTM-based models with dashboards and a full deployment pipeline.
  • πŸ—£ Speech Recognition with Attention – Developed a Seq2Seq model using RNNs to transcribe audio with attention.
  • 🧬 Genetic Circuit Simulation – Modeled dynamic biological systems using neural simulators.
  • πŸ” AI-Powered Hiring Tool – Built HireFast, a strategic candidate shortlisting app using MERN stack + AI logic.

Visit this ->


πŸ’Ό Experience

  • πŸ”¬ Research Intern – IIT Kanpur
    • Worked on cutting-edge ML model development and automation systems.
    • Collaborated with diverse research teams and delivered optimized pipelines.
  • πŸ€– Joint Secretary – AI & Robotics Club, NIT AP
    • Led tech sessions, project collaborations, and AI events across campus.

🧠 Skills & Tools

  • Languages: Python, C++, Java, JavaScript
  • AI/ML: PyTorch, TensorFlow, scikit-learn, LSTM, RNN, RL, Transformers, LLM fine-tuning
  • Web Dev: React, Node.js, Express, MongoDB, Vite, REST APIs
  • Dev Tools: Git, Docker, Firebase, Linux, VS Code

πŸ† Achievements

  • πŸ’» Specialist on Codeforces with 1507 rating, 1000+ problems solved on platforms like Codeforces (@thetwoface)
  • πŸ₯‡ Participated in Smart India Hackathons, built and pitched AI-driven products
  • πŸ“Š Strong foundation in Data Structures, Computer Fundamentals, and Competitive Programming
  • πŸ” Shortlisted for Interviews at SHL, Amazon, AD, Intel, AMD, Infosys, and more

πŸ“« Let’s Connect


β€œI strive to write clean, scalable code and build systems that are not only intelligent but also production-ready.”

Let’s connect if you’re working on something impactful or want to collaborate on tech that matters.

Popular repositories Loading

  1. LSTM-Gauss-Noise-Attack-TimeSeries-Classification LSTM-Gauss-Noise-Attack-TimeSeries-Classification Public

    Gauss Noise Attack Classification with Non Guassian Time Series Data Using LSTM Neural Nets Artitecture with an Accuracy 0f 0.97 and loss function of 0.14. Binary Classification of predicted New Da…

    Jupyter Notebook 3

  2. RL-gym-env-Automation RL-gym-env-Automation Public

    Automation of GridWorld Environment at any Random State Space/ Markov's Decision Process(MDP) automation using RL Model DQN and A2C and OpenAI's gym library. For every reward the agent will et +10 …

    Jupyter Notebook 2

  3. Visual-Power-Grid Visual-Power-Grid Public

    Forked from xuwkk/Visual-Power-Grid

    Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) …

    Python 1

  4. CNN-TimeSeriesClassification CNN-TimeSeriesClassification Public

    Jupyter Notebook 1

  5. Binary-Classification-using-LogisticRegression Binary-Classification-using-LogisticRegression Public

    Jupyter Notebook 1

  6. LSTM-Time-Series-Forecasting LSTM-Time-Series-Forecasting Public

    Jupyter Notebook 1