Apeksha Agase
Software Engineer
Pune
Summary
Software Engineer with experience in designing & developing applications, databases and AI systems using cloud solutions. Smart professional with proven troubleshooting and debugging capabilities for resolving complex technical issues.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Software Engineer
Saama Technologies
4 2024 - Current
- Generated and tested dummy data alignment with client specifications.
- Successfully executed a Proof of Concept
(POC) for a chatbot utilising Gen-Al Claude. - Conducted extensive research and development for chatbot functionality using Large Language Models (LLM) such as OpenAl and Claude.
Senior Consultant AI-ML
Equip9 Internet Private Limited
06.2023 - 04.2024
- Started AI-ML team and Led team of four members
- Designed architecture and developed Item-Based recommendation engine using statistics, probability theory, python libraries like pandas, numpy, similarity score indexes and integrated with system using AWS Glue, Lambda and Cloudwatch
- Research & Development for fraud operators prediction system using OpenCV, Yolo and OCR methods
- R&D, quality assurance and deployment for Image based equipment type detection system using OpenCV, tensorflow, Nvidia-cuda
- Marketplace content suggestion for user's posted audio requirement using NLP, OpenAI GPT, RAG, AWS S3 and python
- Fine tuned and integrated transformer based model (GPT, BERT, Llama) using python & langchain for equipment suggestions based on project description.
- Mentored junior consultants, helping them enhance their skills and contribute more effectively to projects.
Intern
Intel Corporation
08.2022 - 04.2023
- Predictive Maintenance for Reducing Manufacturing Failures:
Conducted analysis on manufacturing delays using Elasticsearch and Python.
Generated datasets and visualized delayed time trends through matplotlib graphs.
Performed hyperparameter tuning and developed deep learning model for early-stage failure prediction. - Factory Scheduling Demand Optimization:
Extracted and processed demand data using Python.
Employed q-learning to develop reinforcement learning model for optimizing factory scheduling demands. - Prepared comprehensive reports summarizing data analysis findings, informing key decision-makers of important trends and patterns.
Associate AI-ML Engineer (Freelancer)
Equip9 Internet Private Limited
11.2021 - 07.2022
- Developed chatbot model using Natural Language Processing
- Worked on chatbot using AWS Lex, AWS lambda with full ownership of complete chatbot development.
- Developed dynamic marketplace based on content based and collaborative filtering using python, AWS glue, S3, EventBridge
Software Developer
UdChalo, Upcurve Business Services Pvt Ltd
07.2020 - 09.2021
- Migrated application from monolithic architecture to AWS serverless using REST APIs
- Refactored code and optimized running time of APIs
- Built payment system & reconciliation tool in python
- Efficiently handled NoSQL databases and operations using queries
- Developed web pages based on design using HTML and CSS.
Education
Master of Technology - Artificial Intelligence
Defence Institute of Advanced Technology
Pune 09.2021 - 5 2023
Bachelor of Engineering -
Sinhgad College of Engineering Pune
Pune 08.2016 - 8 2020
Skills
C
Python
Javascript
Flask
Pandas
NumPy
Scikit-Learn
NLP
Spacy
Tenserflow & Keras
OpenCV
Nvidia-Cuda Toolkit
Generative AI (LLM)
Langchain
SQL
NoSQL
Docker
Nodejs
Postman
Swagger
Git
Matplotlib
AWS Lambda
AWS Glue
AWS S3
AWS Sagemaker
Certification
IBM Authorized Advanced Machine Learning
Timeline
Senior Consultant AI-ML
Equip9 Internet Private Limited
06.2023 - 04.2024
Intern
Intel Corporation
08.2022 - 04.2023
Associate AI-ML Engineer (Freelancer)
Equip9 Internet Private Limited
11.2021 - 07.2022
Master of Technology - Artificial Intelligence
Defence Institute of Advanced Technology
09.2021 - 5 2023
Software Developer
UdChalo, Upcurve Business Services Pvt Ltd
07.2020 - 09.2021
IBM Authorized Advanced Machine Learning
06-2020
Bachelor of Engineering -
Sinhgad College of Engineering Pune
08.2016 - 8 2020
Software Engineer
Saama Technologies
4 2024 - Current
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