Data Scientist

About Me

Delhi, IN Moves fast and breaks things

Education

• B Tech
  • GGSIPU
    • Electronics & Communication Engg
  • 2011-2015
• Higher Secondary
  • CBSE
    • STEM
  • 2011

Skills

• Programming Languages:

  • R
    • Started my journey to code with R. I'm skilled at R programming and can do data analysis, machine learning and automation
  • Python
    • Proficient at writing Python code for data analysis, machine learning, deep learning and automation. Higher adoption and support of Python over R for deep learning and machine learning tasks made me learn Python
  • SQL
    • Adept at writing SQL queries and stored procedures with a little help from GPT 😋

• Data Processing:

  • MS Excel
    • Can do most stuff but don't ask me about the macros
  • Alteryx Expert
    • I can create complex Alteryx Macros, Alteryx Apps and publish them over gallery. Bascially a wizard with Alteryx

• Database:

  • SQL
    • I have worked on plenty of projects relating to SQL which has made me proficient in writing SQL queries & stored procedures
  • Snowflake
    • Knowledgable about Snowflake databases and still learning
  • MS Access
    • Worked on a project where I had to convert the MS Access dashboard to a R Shiny dashboard which gave me plenty of insights about the workings of MS Access

• Data Visualization:

  • R Shiny
    • I have experience of building complex R Shiny dashboards. Don't believe me? Click at this link
  • PowerBI
    • Dashboarding has been an integral part of my learning curve at EY GDS and IMO there's nothing easier to implement dashboards than PBI

• Deep Learning & Gen AI:

  • Machine Learning
    • Adept at deploying machine learning solutions. For organisations, I've worked on solutions relating to Market Mix Modelling, Sales Forecasting, Healthcare Planning & Text Analytics
  • Neural Networks
    • Have an in-depth understanding of RNNs, CNNs & experience of working on neural networks (thanks to Karpathy) for tasks relating to Image Processing & Natural Language Processing
  • LLMs
    • Building RAG based solutions has been the flavor for every organisation in 2023-24 and yes I did that too. The solution encompassed a retrieval memory alongside function calling of financial APIs. I was responsible for integrating the APIs and building the agent which based its action on user input. I'm well versed with Langchain, Langsmith and Azure environment for solution deployment

• Cloud Computing:

  • Azure DevOps
    • Skilled in deploying continuous integration and development (CI/CD) pipelines. Experienced in managing code repositories, build processed and automated deployments
  • Azure AI
    • Proficient in leveraging Azure AI services for building and deploying machine learning models & AI applications

• Version Control:

  • Git

• MS Power Platforms:

  • PowerBI
  • Power Automate
  • Power Apps

Certifications

• I will add more certifications to my credentials going forward. Meanwhile the below are the courses that have shaped my journey in Data Science

• Linear Algebra Lectures by Rachel Howard

• Neural Networks by Andrej Karpathy

• CS 25 by Stanford

Work Experience

• To The New Digital : 2015 Apr - 2015 Nov
  • Started my work journey in non-tech role with my work involving analyzing social media data, manually tagging sentiments and assisting in creation of Powerpoint Reports for digital consultations
• Grapes Digital : 2016 May - 2017 Oct
  • Here I pivoted to a role where I was mainly working on presentations and reports for business development. Yes I worked as a sales guy ! Still did not code anything 🙄
• GroupM : 2017 Nov - 2020 Nov
  • This is the place where I got introduced to analytics and R programming. I learnt R programming, data processing on Alteryx & SQL on the job. In hindsight this proved to be the pivotal moment in my data science journey
• EY GDS : 2020 Dec - Now
  • The EY experience has pushed me to learn and pick up new technologies where I've been able to upskill myself on most of the above mentioned skills.

Connect with me

• Email: aishmooc@gmail.com
• LinkedIn: LinkedIn Profile
• Kaggle: Kaggle Profile
• HuggingFace HuggingFace Profile
• Github Github Profile
• Instagram Instagram Profile

Feel free to reach out to me for collaboration or any data science-related discussions!