Summary
Overview
Work History
Education
Skills
Certification
Projects
Hobbies and Interests
Languages
Accomplishments
Timeline
Generic

VENKATA SAI TEJAS JALLEPALLI

Guntur

Summary

Dedicated and Motivated student eager to apply classroom knowledge to real-world experiences, with a strong willingness to learn and contribute. Effective communicator with a collaborative mindset, ready to bring fresh perspectives and a strong work ethic to any team.

Overview

1
1
Certification

Work History

Virtual Internship In Artificial Intelligence

SmartInternz
Guntur
10.2024 - 01.2025
  • Bitcoin Price Prediction Using AI.
  • Data Pipeline: Collected real-time Bitcoin price data via the Binance API and news sentiment using Twitter and NewsAPI.
    Engineered features (volatility clusters, lag variables), and cleaned data using Pandas/Numpy.
  • Model Development: Trained LSTM and Transformer models, achieving approximately 90% accuracy (or low RMSE).
    Optimized hyperparameters using Optuna, and validated via walk-forward backtesting.
  • Web Deployment: Built an interactive dashboard using Streamlit/Flask, with real-time price charts and predictions.
    Hosted on Heroku/AWS, with a user-friendly interface for inputting custom timeframes.
  • Outcome: The model outperformed traditional ARIMA by 15% in directional accuracy.
    The website attracted over 500 monthly users.

Education

Computer science and engineering

Kallam Haranadhareddy Institute of Technology
Guntur, India
05.2025

Senior Secondary (XII) -

Sri Chaitanya Junior College
Guntur, India
03.2021

SSC -

Oxford Public School
Guntur, India
03.2019

Skills

  • C
  • Python
  • HTML
  • CSS
  • C
  • Project management
  • Team building

Certification

  • Python programming in CodeTantra
  • Enhancing soft skills and personality through NPTEL by IIT Kanpur
  • Joy of computing using Python through NPTEL by IIT Madras
  • Salesforce development catalyst
  • JavaScript essentials through Cisco

Projects

Bitcoin Price Prediction Using Prophet, This project uses the Facebook Prophet model to predict future Bitcoin prices based on historical time series data., The model captures trends, seasonality, and changepoints to generate accurate forecasts., Results show Prophet is effective for short-term predictions despite Bitcoin's inherent volatility.

Hobbies and Interests

  • Coding
  • Cricket
  • Movies

Languages

  • Telugu - Native
  • English
  • Hindi

Accomplishments

Second-place winner|Kallam Haranadhareddy Institute of Technology| [06/2023]

  • Ranked among the top 1.3% of 150+ competing teams in a brief description of the hackathon focus, e.g., 'AI innovation competition'

First-place winner, coding challenge|[07/2024]

• Secured top position among 30 competing teams (top 3%) in AI/ML coding competition.

Timeline

Virtual Internship In Artificial Intelligence

SmartInternz
10.2024 - 01.2025

Computer science and engineering

Kallam Haranadhareddy Institute of Technology

Senior Secondary (XII) -

Sri Chaitanya Junior College

SSC -

Oxford Public School
VENKATA SAI TEJAS JALLEPALLI