Open to opportunities

Jaddu Sai krishna

@jaddusaikrishna

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Machine Learning & AI Engineer specializing in Python and AWS deployment.

India

Message

What I'm looking for

I seek roles where I can build and deploy production ML systems on AWS, work on NLP and time-series projects, collaborate in cross-functional teams, and grow in MLOps and AI research while contributing to sustainability and IoT security initiatives.

I am a results-driven Machine Learning and AI Engineer with hands-on experience designing, training, and deploying scalable ML solutions on AWS. I specialize in Python, NLP, and end-to-end model deployment using AWS SageMaker, Comprehend, and Rekognition.

I have built and optimized models using Scikit-learn, TensorFlow, and PyTorch for regression, classification, and time-series forecasting, and deployed them for production inference with SageMaker and Lambda. I have implemented REST APIs with Flask and monitored pipelines using AWS CloudWatch.

My projects include electricity demand forecasting (ARIMA, LSTM, Random Forest) achieving 92% forecast accuracy and an image-based malware analysis system for IoT security with 85%+ accuracy. I also developed a Django web app for animal rescue reporting with role-based access and automated email alerts.

I bring strong data preprocessing, feature engineering, ETL pipeline knowledge, and data visualization skills (Power BI), and I am passionate about AI for sustainability, IoT security, and generative model development.

Experience

Work history, roles, and key accomplishments

Current

Software Developer

Current

Voidmain Technologies

May 2024 - Present (1 year 6 months)

Developed and deployed ML models using Scikit-learn and TensorFlow, implemented AWS SageMaker inference pipelines, and built Flask APIs with AWS Lambda/API Gateway for real-time predictions, improving model reliability through monitoring and evaluation.

Python TensorFlow scikit learn AWS Sagemaker Flask AWS Lambda AWS S3 AWS Cloudwatch NLP

Python Intern

DVR & DRHS MIC College of Technology

Jun 2022 - Dec 2022 (6 months)

Gained practical Python experience by developing OOP-based scripts and Tkinter GUI applications, automating data parsing tasks and improving team coding efficiency through pair programming and code reviews.

Python OOP Tkinter Version Control PIP Code Review

Networking Intern

A.A.N.M & V.V.R.S.R Polytechnic College

Nov 2020 - Apr 2021 (5 months)

Learned and applied core networking and network security concepts including OSI model, IP addressing, subnetting, VLAN/LAN configuration, and firewall/ACL basics through Cisco Packet Tracer simulations.

Networking IP Addresses Subnetting VLAN Routing ACLs Network Security Cisco Packet Tracer

Education

Degrees, certifications, and relevant coursework

DVR & DRHS MIC College of Technology

Bachelor of Technology, Electronics and Communication

2021 - 2024

Activities and societies: Final-year projects: Electricity Demand Forecasting (time-series forecasting, AWS SageMaker) and Image-based Malware Analysis (CNN, Flask, AWS).

Bachelor of Technology in Electronics and Communication completed with coursework and projects focused on machine learning, signal processing, and cloud deployment.