MOHAMED THAIEBU
Tenkasi
Overview
3
3
years of professional experience
1
1
Certification
Work History
Python Developer - AI/ML Team
OptiSol Business Solutions
01.2024 - Current
- Collected pole images from various angles and formats for energy and telecommunications assets
- Developed object detection models, trained them on large datasets, and saved models using pickle files
- Designed rule-based conditions to infer results for test images within a Blockly environment
- Worked with React JS for the frontend and Python for backend processing
- Analysed detection results and assessed performance metrics of the models
- Contributed to cloud software enabling large-scale AI-driven insights and data management.
COGO Insurance – Risk Segmentation, Clustering
07.2023 - 12.2023
- Developed a Risk Segmentation model for COGO, a usage-based truck insurance company
- Aggregated data from multiple sources, performed pre-processing, and conducted Exploratory Data Analysis (EDA)
- Created clusters to segment customers (truck drivers/fleet owners) based on driving patterns
- Assigned risk scores to each cluster, guiding the underwriting team in determining insurance premiums
- Delivered the solution as a proof of concept (POC).
USEC – Revenue and Tonnage Prediction, Forecasting
01.2023 - 04.2023
- USEC, a waste management company, serves thousands of clients across the USA
- Consolidated data from multiple sources including SAGE, ORACLE, and AESOP into a unified dataset for analysis
- Developed forecasting models to predict revenue and tonnage for all clients
- Designed a pipeline to automate forecasting, update models, and report daily deviations.
AUGUST.INC
01.2022 - 12.2022
- Developed web applications, RESTful web services, and APIs using Python, Flask, and Django
- Built frontend and backend modules using Python, JavaScript, and React JS
- Integrated frontend with backend services using MySQL for data storage
- Automated deployment processes by creating scripts using GitHub Actions
- Collaborated on requirement reviews and deployment of source code
- Worked across the full project lifecycle, adhering to Pythonic best practice
Education
MBA -
Annamalai University
B.sc Physics - undefined
Jamal Mohamed college
Skills
- Machine Learning
- Computer Vision
- Natural Language Processing
- Deep Learning
- Langchain
- Llama
- Databricks
- Spark
- Python
- SQL
- Numpy
- Pandas
- Keras
- Scikit-learn
- PySpark
- TensorFlow
- Matplotlib
- Problem Solving
- Effective Communication
- Intellectual Curiosity
- Critical Thinking
Certification
- AWS Certified Developer – Associate, https://www.credly.com/badges/aa32bebe-56fd-46d6-bf63-54a3d558250b/public_url
- Full Stack developer Django - Coursera, https://www.coursera.org/account/accomplishments/verify/7QQVZHL8GSUK?utm_source=ln&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Projects
Museum Q&A system: Developed a multimodal model Q&A system tailored for MET museum, accepting image and regional language questions as input & answering in the corresponding language. Collected image & text data, Implemented a language translation pipeline. Finetuned a Vision Language Model on the data collected., Python Image Captioning, Designed & developed an
image-captioning application using pre-trained CNN and LSTM models, based on the Flickr dataset (8K). Studied models such as CLIP, GPT2, GPTJ, GPT3., Python, Keras, TensorFlow
Crowd Counting, Implemented crowd counting algorithm from the paper CSRNet (CVPR 2018). Surveyed literature on different crowd counting models., Keras, Tensorflow, Scipy, Numpy, Pillow, OpenCV
License Plate Recognition, Implemented traditional Computer Vision on 1000 Indian number plates images to efficiently retrieve & store data, handling real-world conditions - noise, low illumination, non-standard fonts., Python, OpenCV, Numpy, Pillow, Pytesseract
Timeline
Python Developer - AI/ML Team
OptiSol Business Solutions
01.2024 - Current
COGO Insurance – Risk Segmentation, Clustering
07.2023 - 12.2023
USEC – Revenue and Tonnage Prediction, Forecasting
01.2023 - 04.2023
AUGUST.INC
01.2022 - 12.2022
B.sc Physics - undefined
Jamal Mohamed college
- AWS Certified Developer – Associate, https://www.credly.com/badges/aa32bebe-56fd-46d6-bf63-54a3d558250b/public_url
- Full Stack developer Django - Coursera, https://www.coursera.org/account/accomplishments/verify/7QQVZHL8GSUK?utm_source=ln&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
MBA -
Annamalai University
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