Jagadeeswara Reddy C
Data Scientist | Computer Vision Specialist | Building Scalable ML Solutions
Tadipatri
Summary
Experienced Data Scientist with 2+ years of expertise in building and deploying AI/ML models for real-world applications. Specialized in computer vision, defect detection systems, and deep learning. Proficient in Python, TensorFlow, PyTorch, and backend deployment with Flask and Django.Passionate about solving complex problems through AI-driven solutions.
Overview
5
5
years of professional experience
7
7
years of post-secondary education
1
1
Certification
Work History
Data Scientist
Lincode Labs
Bengaluru
12.2022 - Current
- Focused on machine learning model development and AI integration for defect detection across 3+ major client deployments.
- Developed and deployed ML models for classification and object detection tasks, improving defect detection accuracy by 18%.
- Continuously optimized models by fine-tuning hyper parameters, boosting model precision by 12% while reducing inference time by 20%.
- Led a major detector system across 2,000+ variants (Classic Stripes Project), implementing complete pipelines for data collection, annotation, and model training, increasing project throughput by 25%.
- Fine-tuned models on the customized Livis platform, achieving a 10-15% improvement in detection accuracy across variants.
- Integrated AI models into production systems using Flask APIs, ensuring seamless real-time deployment.
.
Assistant Engineer
Panchayat Raj Department
Ananthapur
06.2020 - 03.2021
- Supervised and executed rural infrastructure projects such as roads, water supply, drainage systems, and public buildings under Panchayat Raj schemes.
- Prepared technical estimates, project reports, and ensured compliance with government quality standards and specifications.
- Monitored construction progress, conducted site inspections, and coordinated with contractors for timely project completion.
Education
PG Diploma - AI and ML
IIIT Bangalore
Banglore 01.2021 - 01.2022
M. Tech -
NITK Surathkal
Surathkal 01.2018 - 01.2020
B. Tech -
NIT, Surat
Surat 01.2012 - 01.2016
Skills
- Languages: Python
- Libraries/Frameworks: TensorFlow, PyTorch, scikit-learn, OpenCV, NumPy, Pandas, Matplotlib
- Backend: Flask, Django, RESTful APIs
- Databases: MongoDB, MySQL
- Tools: Git, Heroku
- Computer Vision: YOLO, GANs, RCNN, Image Segmentation, Image Classification
Certification
NCC - B and C Certificate Holder, 2014, Was an active participant in NCC activities during undergrad at SVNIT, Surat.
Live/ Academic Projects
Sentiment-Based Product Recommendation System
- Built a hybrid recommendation system suggesting top 20 products and filtering the best 5 based on user ratings and reviews.
- Processed 30,000+ reviews across 200+ products using TF-IDF and balanced data with SMOTE, boosting model balance by 20%.
- Trained models like Logistic Regression, Random Forest, achieving 85% classification accuracy.
- Deployed the application using Flask and Heroku
Melanoma Skin Cancer Detection System
- Built a CNN-based deep learning model to detect melanoma with enhanced accuracy using data augmentation.
- Reduced diagnostic error rate by 15% over baseline models.
Timeline
Data Scientist
Lincode Labs
12.2022 - Current
PG Diploma - AI and ML
IIIT Bangalore
01.2021 - 01.2022
Assistant Engineer
Panchayat Raj Department
06.2020 - 03.2021
M. Tech -
NITK Surathkal
01.2018 - 01.2020
B. Tech -
NIT, Surat
01.2012 - 01.2016
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