I'm

Teja Surya

Python Developer, ML Engineer, Data Engineer

About

About Me

Teja Surya

Hello and welcome! My name is Teja Surya, and I am a Machine Learning Engineer with a passion for solving complex problems using advanced data techniques. As a recent Master's graduate in Mathematics from IIT Madras and a Bachelor's in Computer Science from Madras Institute of Technology, I bring a unique blend of mathematical rigor and programming expertise to the field of Data Science.

My education has given me a strong foundation in statistics, probability theory, linear algebra, and optimization – all essential tools for any Data Scientist. Throughout my academic career, I have always been fascinated by the power of data-driven insights to transform businesses and solve real-world problems.

During my internships and personal projects, I have gained hands-on experience with a wide variety of Data Science techniques, including time series analysis, tabular data analysis, and natural language processing (NLP) with Transformers and GPT-3. I'm proud to say that I have achieved the rank of 3x expert on Kaggle, a leading platform for Data Scientists to showcase their skills and collaborate on projects.

As I look for my next opportunity, I am eager to apply my skills and experience to new challenges in the field of Data Science. I am confident that my strong educational background, coupled with my experience working with cutting-edge technologies, makes me a valuable addition to any team looking to harness the power of data.

Name: Teja Surya H
Email: hltejasurya@gmail.com, tejasurya@alumni.iitm.ac.in
Postgrad: Master of Science Mathematics, IIT Madras
Degree: Bachelor of Engineering CSE, MIT, Anna University
Collaboration / Freelance: Available
More details

Education

Education & Expericence

My Education

Finance Engineering - Algorithmic Trading

QuantInsti | Oct'2023 - July'2024

  • Mathematical Finance
  • Trading using Machine Learning Algorithms
  • Building Trading Bots
  • Master of Science In Mathematics

    IIT Madras | 2019 - 2021

    Courses:
  • Applied Statistics
  • Linear Algebra
  • Probability Theory
  • Linear programming
  • Numerical analysis
  • Real Analysis
  • Mathematical Modelling
  • B.E in Computer Science and Engineering

    Madras Institute of Technology, Anna University | 2014 - 2018

    Courses:
  • Database Management
  • Big Data
  • Information theory
  • Artificial Intelligence
  • Operating system
  • Software engineering
  • Natural Language processing
  • Cloud Computing
  • My Experience

    Amazon Development centre India Pvt. Ltd.

    Senior Product Associate
    Nov ‘23 - till date

    Kaggle

    Open source contribution
    June ‘22 - June ‘23

  • Notebooks Expert
  • Datasets Expert
  • Data Scientist intern

    Climate Connect Digital
    March ‘22 - May ‘22

  • Utilized python to implement Time series Load forecasting on the previous 13 years of wind energy, solar energy and weather data, performed Data cleaning, Exploratory Data Analysis and Feature Engineering.
  • Implemented Ensemble models like Random Forest, LightGBM and XGBoost to forecast load and price.
  • Reduced the total mean absolute percentage error (MAPE) to 0.76.
  • Software Engineer
    Google play store

    Freelancing - Taruni Restaurant
    April ‘20 - July ‘20

  • Developed and deployed an Online Food delivery android application for Taruni Restaurant with Java, PHP.
  • Incorporated features like filtered search, integrated UPI payment and delivery tracking.
  • Performed development and maintenance of Food delivery management using MySQL.
  • Implemented the techniques like Stored Procedures, Triggers to query and Normalization to create the tables.
  • Software Engineer

    Centre for Technology Development & Transfer | Anna University
    May ’17 - Sep ‘17

  • Designed and fabricated Laser-LDR based run time tracking prototype system using automated python scripts.
  • Cut down the cost of producing automated run time tracking system by 50%, compared to existing RFID based tracking devices.
  • Won a project grant of Rs.2,00,000 from Tamil Nadu Uniform Services Recruitment Board in 2017.
  • Skills

    My Skills

    Python
    SQL, MySQL, MS SQL
    Pandas, Scikit-learn
    Flask
    Matplotlib, Seaborn, Plotly
    Tensorflow,Keras
    AWS
    NLP, GPT
    Java, C++
    PowerBI
    Big Data, Spark
    Git
    HTML,CSS, Javascript, PHP

    Portfolio

    Projects

    • All
    • Code
    • Datasets
    Sentence paraphraser using GPT-3
  • Built a full stack Sentence paraphraser using OpenAI’s GPT - 3 playground.
  • Developed and deployed an API for Text paraphrasing on AWS lambda.
  • Used the Bubble no code builder for the full stack website and connected the API.
  • Language translator using Transformers
  • Used the English – Spanish open source dataset from manythings.org to perform language translation.
  • Implemented Transformer model and evaluated the performance using BLEU score.
  • Performed data analysis on the Food delivery management database using MS SQL server studio.
  • Used aggregate functions, group by, joins and subqueries to extract data insights from the database.
  • Reported the analysis results to the Business stakeholder to make key business decisions and reward customers by generating points, coupons and discounts.




  • Achievements

    Academic Achievements

    3X Expert on Kaggle.com in Dataset , Notebooks and Discussion categories.
    Secured an All India Rank of 81 in JAM Mathematics 2019 (99.5 percentile).
    Selected for the INSPIRE INTERNSHIP CAMP – sponsored by Department of Science and technology, Govt. of India, New Delhi.

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