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Machine Learning Software Engineer

Location:
Denton, TX
Salary:
120000
Posted:
November 20, 2023

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Resume:

BHARATH POSA

Dallas TX +1-940-***-**** ad1bcm@r.postjobfree.com

https://www.linkedin.com/in/bharathposa/ https://github.com/bha123 https://bha123.github.io Professional Summary

● Over 10 years of diverse industry experience, including roles at JPMorgan & Chase, Gap, and startups, complemented by a Master's in Artificial Intelligence with a 4.0 GPA.

● Skilled in Python and Java application development, with a proven track record of leading innovative product development.

● Expertise in Cloud Computing, Machine Learning (NLP, Classification, Regression, Supervised and unsupervised models), and Automation, delivering end-to-end data pipeline solutions.

● Uniquely positioned for leading team performing Staff Software Engineer role, blending extensive industry knowledge, technical proficiency, and advanced AI education to drive natural language processing innovation. SkillSet

Domain Expertise Banking, Retail, Education

Programming Languages Python, Java

Frameworks TensorFlow, TF lite Scikit learn, Matplotlib, Spring Boot, Django, Flask, Pyspark, PyTorch,Hadoop, Rasa, Spark MLLib

Tools Azure Cognitive services, Power Automate,Ansible, Restful API, OAuth2.0, Pandas, SQL, NoSql,Docker, AnsibleMicrosoft Bot Framework,Restful API,Azure Kubernetes, hive, Spark SQL, Tabule, AWS sagemaker,AWS Redshift, AWS Lambda, AWS SQS, AWS S3, Aws DynamoDB, AWS connect Cloud Computing Platforms Azure, AWS, GCP

Machine Learning CNN, Anomaly Detection, KNN, Regression Models, Deep Learning, Supervised learning, unsupervised learning, Scikit-learn,SpaCy,GAN,Reinforcement learning, VGG, NLP, Image Classification, object detection, AlexNet, BERT, PEGASUS, LSTM, BIGBARD, GPT (3.5), LangChain,NLTK, Transformers, Prompt engineering, AWS SageMaker, Langchain, Open AI integration Certifications

● OCI DataEngineer Professional

● AWS-certified Cloud practitioner

● Microsoft Azure AI Fundamentals AI-900

● Data Engineering, Big Data, and Machine Learning specialization, GCP Coursera

● Machine learning certification by Andrew NG

● Linux Cloud Foundry Developer

● Data Science foundation’s level2, IBM

Awards & Recognition

● “Innovation day” winner team Gap inc.

● “Exceed Award” Gap inc.

● “Employee of the quarter award” Vedams

Software Solution

● “Concepto” Innovation award for best concept which turned into a Robotic Command System.

Education

● Master of Science in Artificial intelligence at University of North Texas Dec 2023- GPA 4.0

● Bachelor of Technology in Information Technology JNTU Anantapur, 2011 Business Contributions

Staff Software Engineer

Gap inc Oct 2020 - July 2022

● Designed, and Spearheaded the team to develop Automation 2.0 Framework with Chatbot solution.

● The main challenge was to provide a holistic solution that can avoid repeated work and also be able to perform procedural tasks like restarting the router, Changing IP to providing status of network for a query asked in natural language .

● As a part of the project we developed a network of microservices which will serve various operational requirements.

● Chatbot interface which is the main integral part of application has to handle complex queries with natural language processing

● We used Azure bot service along with Azure Cognitive services which includes Qna maker and LUIS in order to detect the intent of the given question and properly perform the necessary action.

● The bot was able to query, extract its intent and perform necessary action by communicating with the backend microservices.

● The application was deployed in Microsoft Teams.

● The application reduced the turnaround time for network operation to more than 60%.

● It was able to improve the network connectivity and also provide a top level view of information by communicating with backend sql databases for various metrics.

● The application effort saved company annual cost of $250K

● This application was conceived and won hackathon which went on becoming a internal product

● Store Health Application was developed in a record time of 3 months before thanksgiving to provide an executive view for store wired and wireless network

● "Expense Report Automation" simplifies expense reporting via Power Automate, enabling automated submission, tracking, and approval, resulting in increased efficiency and transparency while reducing administrative burden and ensuring prompt reimbursements. Associate

JPMorgan & Chase ` May 2018 - Sep 2020

● Jenkins end - to - end automation helped in saving money for the company by enabling CICD automation seamless and avoided adopting an ansible tower which costs $50k each year

● Security compliance monitors provide a solution to automate the RHSA (Redhat Security Advisory) check with the Linux team on the latest security advisory.

Senior Software Engineer

Vedams Software Solutions April 2014 - April 2018

● Founded and spearheaded a team of 8 for machine learning and delivered an array of products in the space of machine learning

● Tulsi (open stack swift health monitoring system) open source project for predictive maintenance of OpenStack swift project by knowing when drives go bad predictively using machine learning.

● Contribution to the community: https://github.com/bha123/tulsi

● https://www.oreilly.com/library/view/openstack-objectstorage/978**********/ch06s03.html

(Chapters link of O’Reilly explaining the architecture of Tulsi)

● Stanford opioid recommender helped in giving recommendations of the least addictive opioid drugs to patients at Stanford University

● Linux foundation automation project to automate their process of creating online exams for students around the world. The cost-effective solution was developed using only opensource technologies and saved more than $50000 in maintenance Research Associate

JayRobotix Aug 2012 - March 2014

● Webots is an interactive learning course to learn web technologies by building Telepresence Robots. The project got good applause from colleges as it captured the imagination of lot of students to enjoy while learning

● “Pop up target” a RaspberryPi based system to train the folks for creating targeting systems for training security personnel. The products can profile each user and uses algorithm to profile target leveling accordingly Research Intern

DRDO April 2009 – Aug 2011

● “Robotic Command System” is a self-ideated project which impressed and later got funded by the Govt of India to use robots in rescuing people stuck in emergencies.

● This project made me put on different hats as Designer, Robotic engineer, and Software developer. http://www.thehindu.com/news/national/andhra-pradesh/robotic-device-to-help commandos-developed /article3369762.ece Graduate Teaching Assistant

University of North Texas August 2023 - present

● Working as Teaching Assistant under Prof Jonathan Doran for “Introduction to Game programming” Graduate Student Assistant

University of North Texas Oct 2022 - July 2023

● Worked as Student Assistant in maker space to help students with Programming the Robots. ARTIFICIAL INTELLIGENCE PROJECTS

● Gene chatbot for providing NLP based system for management on the network status in Gap inc using Azure Cognitive services.

● Medicloud AI developed an AI framework for medical models using LLM and LangChain

● Clinical notes classification using LLM models comparing BERT, PEGASUS, LSTM, BIGBARD

● Classify bird species using Sounds using librosa and custom CNN network models.

● Classify the degree of truthness in news using XGBoost models.

● Forecasting system for predicting the Utilization of System Resources using ARIMA models implemented using AWS GLUE and lambda



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