Aayush Pandit

Experience

• 

  Tribhuvan University, IOE, Pulchowk Campus

  Feb 2020 - Aug 2022

  Certain locations appear prone to climate change impacts. While rising temperature is not true for all places, Its effect certainly is prominent in many locations. Moreover, Basin is accompanied with lots of other hazardous effects in rainfall, flooding, frequency and intensity. Reversible lane system is a dynamic approach of adjusting traffic via mobilizing incoming and outgoing lane distribution as per traffic demand in respective direction. Its long forgotten, low cost yet highly effective method of immediate congestion minimization in directional traffic. Its one step towards Intelligent Transport Infrastructures and truly Smart Cities.

  • Climatic Extremes in Gandaki River Basin

    Aug 2020 - Aug 2022

  • Reversible Lane System in Koteshwor-Jadibuti

    Feb 2020 - Mar 2021
• 

  The University of Kansas

  Aug 2022 - Oct 2024

  Hydrologic models report wide range of values of R², NSE, KGE, pBIAS... for their models. But what thresholds objectively qualify as benchmarks for acceptable model?To estimate industry benchmark we gathered research from 2010 doing water modeling in several platforms (SWAT, HYPE, QUAL2K..) and compiled findings. We used LSTM (Long short term memory), a class of deep learning AI model, to predict daily Nitrate concentration from 2007 to 2020 in rivers across US. The model is first of its kind and can be used to predict nitrate in any basins based on climate and local site conditions. We developed a SWAT model in Hillsdale lake, Kansas. The model was used to simulate streamflow, sediment, total nitrogen, phosphorus and ultimately chlorophyll a concentration in a lake at the outlet.The model will be useful in predicting future lake trophic status.

  • Hydrology and water quality model performance evaluation

    Jan 2023 - Oct 2024

  • CONUS scale Nitrate model

    Jan 2023 - Oct 2024

  • SWAT modeling of Hillsdale Basin Kansas

    Aug 2022 - Oct 2024
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  Woolpert

  Aug 2024 - now

  HEC HMS and 1D HEC RAS with bridge models to evaluate WSE impacts in replacement of 3 bridges. Drainage report review and QC 2D HEC-RAS modeling of culverts, equalizers to minimize WSE impacts in proposed road widening project Reviewed and QC final drainage and scour report to be submitted to TXDOT

  • Drainage study for Bryan district off system bridge replacements

    Aug 2024 - now

  • Drainage study for on system bridge replacements in FM 1829

    Aug 2024 - now

  • Drainage study for reconstruction and widening of FM529

    Aug 2024 - now

  • Drainage study and Bridge scour analysis for Mile 1 and Mile 17.5 Off system bridge repalcements

    Aug 2024 - now