Renuka Alai

Renuka Alai

Data Scientist
India
Marathi

About Me

Innovative software engineer offering 3 years of expertise in machine learning and deep learning
flow. Seasoned professional with background in full data science lifecycle. Quickly learns and
masters new technologies whi…

Experience

Software Engineer

IndiaNIC Infotech Limited, Ahmedabad
Apr 2023 - Present · 3 years 3 months

Collaborated with multi-disciplinary teams to understand business requirements for the products and projects. Managed optimization of Machine Learning and Deep Learning models using GPT, Davinci model, AADA model, etc. Reviewing old code to ensure that data is flowing correctly, diagnosing bugs, and addressing data flow issues as they arise.

Software Engineer

IndiaNIC Infotech Limited, Ahmedabad
Apr 2023 - Present · 3 years 3 months

Collaborated with multi-disciplinary teams to understand business requirements for the products and projects.
Managed optimisation of Machine Learning and Deep Learning models using GPT, Davinci model, AADA model etc.
Reviewing old code to ensure that data is flowing correctly, diagnosing bugs and addressing data flow issues as they arise.

Software Engineer (AI/ML)

GS Lab ltd, Pune
May 2021 - Jan 2023 · 1 year 8 months

Designed technology solutions that met or exceeded project specifications and performance expectations.
Gathered and defined customer requirements, resulting in clear project plans.
Developed machine learning algorithms to analyse large volumes of historical data and make predictions.
Researched and implemented best practices to enhance the existing machine learning infrastructure.
Assisted interns in learning about technology stacks by implementing solutions and providing guidance.

Software Engineer (AI/ML)

GS Lab ltd, Pune
Mar 2021 - Jan 2023 · 1 year 9 months

Designed technology solutions that met or exceeded project specifications and performance expectations. Gathered and defined customer requirements, resulting in clear project plans. Developed machine learning algorithms to analyze large volumes of historical data and make predictions. Researched and implemented best practices to enhance the existing machine learning infrastructure. Assisted interns in learning about technology stacks by implementing solutions and providing guidance.

Skills

Python Computer Vision Django Flask Optical Character Recognition (OCR) Transformers Deep Learning Docker Machine Learning NumPy OpenAI Hugging Face LangChain Pinecone Git GPT-3 Rasa Google Cloud Vision API Monte Carlo simulations Genetic Algorithms Reinforcement learning Web scraping GPT embeddings
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