ABHISHEK KUMAR
Bengaluru
Summary
Innovative Senior Software Engineer, working on machine learning, Deep Learning and implemented efficient models that can run on CPU based machines along with the knowledge and hands on experience in image processing technologies and algorithms. Worked towards making the product scalable and efficient by assisting the tech architects. Looking for challenging roles such as Machine Learning Engineer or an AI Engineer.
Overview
5
5
years of professional experience
1
1
Certificate
Work History
Software Engineer
Infostretch Corporation (Apexon)
03.2023 - Current
- Participated in architecture, design and implementation of back-end features and APIs using Machine Learning|Python|Django|SQL Server
- Worked on Ray- library for parallelizing data in batch of 1000 and processing for ML operation.
- Improved software performance by identifying and resolving bottlenecks in code
- Collaborated with clients to define solution requirements
- Collaborated with different deployments for product development requirements
- Developed scalable and maintainable code, ensuring long-term stability of software
- Integrated new technologies into system as innovation, increasing capabilities and improving overall performance.
Senior Software Engineer
Ennoventure Technologies
02.2021 - Current
- Working on platform project which involves development of various modules and deployment activities involving Docker, Kubernetes, CI/CD, AWS Terra-form, S3 Bucket and EC2
- Automation project to implement zero human input in various processes and POC's implementation for product
- Worked on Project for enhancing deep learning model mobile net based on CNN architecture
- Project on Product optimization worked along with Solution Architects to build scalable and efficient core back-end using concepts of profiling in J-Meter
- Multiprocessing and multi-threading implementation.
- Worked on different image processing algorithms to capture ROI from image and made it more effective and suitable for different substrates using computer vision and open-AI.
- Worked on Deployment activities in Microsoft Azure, created server-less function apps, Azure key vaults to provide security layer to product and deploying models.
- Handling Dev-ops and deployment activities align with Dev-ops team and also worked along with industry experts to optimize cost of Azure infrastructure down by 75%.
Freelance Full Stack Engineer
MoneyBiz, Dubai
02.2020 - 01.2021
- Worked on Development of lead generation Web-App, Git Lab and AWS, Django Framework in Python, Rest-APIs, JavaScript.
- Developed customized EPR Module for internal Operations and customer classification and product recommendation based on user filters.
- Analytical Dashboard preparation and customer segmentation model for customer database.
- Managed complete full stack development and implemented 10+ modules.
- Worked on code Deployment using Nginx, Gunicorn, Git Lab and AWS.
Associate Data Scientist
ICET IT Solutions
11.2018 - 01.2020
- Implemented Predictive Lead Scoring in customer module of client's CRM application using ML based classification model
- Implemented Staff performance scoring system for internal staff module in CRM application
- Worked on tracing and prediction using IOT sensors and machine learning for crop health prediction and recommendation on climate and soil health
- Worked on independent POC's for sentiment Analysis using NLTK, Word2Vec, Spacy and other NLP techniques.
- Platform development to plan marketing campaign as per customer need on plug and play service.
Education
Bachelors of Engineering - Electronics and Communication Engineering (E.C.E)
REVA Institute of Technology
Bengaluru07.2018
Skills
- Machine Learning
- Deep Learning
- Open-CV and Computer Vision
- Natural Language Processing
- Python (Fast-APIFlaskDjango)
- SQL & Excel
- Git / GitLab
- Micro Services Architecture
- Microsoft Azure
- AWS
- Kubernetes
- Linux/Unix
Certification
- Natural Language Processing in Microsoft Azure (Link: https://www.coursera.org/account/accomplishments/certificate/TEPDN6BXFYXM)
- Computer Vision in Microsoft Azure (Link: https://coursera.org/verify/E488SUL6T6UA)
- Microsoft Azure Machine Learning (Link: https://www.coursera.org/account/accomplishments/certificate/PMLS7DGYGAZE)
- CutShort Certified Data Science (Link: https://cutshort.io/certificate/29864)
- Analytics Training Institute, Analytics 360 program (silks Learned: Python, Machine Learning, SQL, Tableau, R, Statistical Tests, Advanced Excel | Link: https://drive.google.com/file/d/1bmW5hgDq6EdtXtQd5p4HG62HAhT-_iub/view?usp=drivesdk)
Timeline
Software Engineer
Infostretch Corporation (Apexon)
03.2023 - Current
Senior Software Engineer
Ennoventure Technologies
02.2021 - Current
Freelance Full Stack Engineer
MoneyBiz, Dubai
02.2020 - 01.2021
Associate Data Scientist
ICET IT Solutions
11.2018 - 01.2020
Bachelors of Engineering - Electronics and Communication Engineering (E.C.E)
REVA Institute of Technology
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