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Anjana sharma

Experienced Computer Science Engineer with a Master's in Embedded Systems from Birla Institute of Technology and Science, boasting years of industry experience, and currently serving as an Algorithm Developer at Optym.
  • Role

    Algorithm Developer

  • Years of Experience

    3.1 years

Skillsets

  • Data Analysis
  • SQL - 4 Years
  • OOPs
  • Computer Vision
  • AI/ML
  • Clustering algorithms
  • Embedded Systems
  • Applied algorithms
  • Computer Science
  • Optimization
  • graphframes
  • Live detection
  • Python - 4.0 Years
  • Deep Learning - 3 Years
  • Neo4j - 4 Years
  • Django - 1.0 Years

Professional Summary

3.1Years
  • Jun, 2021 - Present4 yr 6 months

    Algorithm Developer

    Optym

Applications & Tools Known

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    Python

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    C#

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    SQL

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    Excel

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    Django

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    Flask

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    Apache Spark

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    Pandas

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    NumPy

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    Matplotlib

Work History

3.1Years

Algorithm Developer

Optym
Jun, 2021 - Present4 yr 6 months
    • Specializing in crafting innovative solutions for logistics challenges. Proficient in data analysis, writing and testing complex algorithms.
    • Optym is U.S. based company that provides transportation software & optimization of transportation for railroad, airline industries
    • Developed end-to-end clustering algorithms independently
    • Proficient in data analysis for handling and managing large datasets using native data frames
    • Expertise in writing and testing complex algorithms, grounded in a strong understanding of OOPs concepts
    • Skilled in utilizing frameworks and tools such as Django, Flask, Apache Spark, Pandas, SQL, NumPy, Matplotlib
    • Worked on various internal business units, contributing to different projects
    • Adept in both C# and Python programming language
    • Analyzed users software program needs & assisted in troubleshooting

Achievements

  • Developed end-to-end clustering algorithms independently
  • Implemented AI/ML algorithms described in research papers
  • Created end-to-end application based on Deep Learning
  • Developed clustering algorithm for geotags from scratch
  • Managed recovery operations for scheduled aircraft
  • Led global aircraft scheduling efforts
  • Implemented VLSN Algorithm for scheduling efficiency
  • Developed heuristic algorithm for dispatch optimization

Major Projects

4Projects

Customized Clustering on attribute values

    Developed clustering algorithm for geotags from scratch without using any library & utilized PySpark, Dataframe, Graphframes, Neo4J graph databases to make the process faster and scalable.

Recovery Optimization and Global Aircraft Scheduling Project

    Managed recovery operations for scheduled aircraft and led global aircraft scheduling efforts.

Dispatch Optimization

    Developed heuristic algorithm for dispatch optimization.

Face Spoofing/Live Detection

    Implemented CNN to perform liveness protection using a custom dataset.

Education

  • M.E. in Embedded Systems

    BITS Pilani, K.K. Birla Goa Campus

  • B.Tech in Computer Science

    Jaipur Engineering College & Research Centre (JECRC)

Certifications

  • Deep learning specialization

  • Advanced data structures

  • Algorithm toolbox

  • Python