Hello 👋, I'm
Mahadev Chavan
I am a Data Science Engineer at Ksolves India Limited, specializing in Generative AI, RAG, and Agentic AI. Operating at the intersection of data science and software engineering, I build scalable intelligent systems using MCP, A2A, and Computer Vision.
Backed by a PG-Diploma in Big Data Analytics from CDAC, I go beyond standard analytics to leverage deep learning and modern AI architectures, transforming raw data into strategic, real-world assets.
Technologies I Work With
Featured Projects
View All Projects →Large Language Model Fine-tuning Platform
Generative AIDeveloped an end-to-end platform for fine-tuning LLMs on custom datasets. Reduced training costs by 40% using LoRA adapters and quantization. The system supports GPT, BERT, and T5 variants with automated evaluation pipelines.
View Details →AI-Powered Image Generation System
Deep LearningBuilt a state-of-the-art image generation system using diffusion models and GANs. The system can generate high-quality images from text prompts with fine-grained control over style, composition, and artistic elements. Achieved FID score of 8.5 on benchmark datasets.
View Details →Real-time Predictive Analytics Platform
Machine LearningDesigned a scalable ML platform processing 50k+ events per second with sub-10ms latency. The system leverages distributed computing for real-time predictions and includes an automated retraining framework that improved model freshness by 200%.
View Details →Professional Experience
Data Science Engineer
April 2024 - PresentKSolves India Limited, Pune | Hybrid Mode • ~ 1.11 years
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ML-Powered Automation (Salesforce): Engineered an end-to-end machine learning ticket routing system integrated with Salesforce. Designed custom feature engineering logic to evaluate ticket complexity, resolution trends, and engineer efficiency.
Impact: Achieved a ~60% reduction in manual intervention, drastically improving service response times and customer satisfaction.
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NLP & Search Systems: Built an automated backend system using Python, Pandas, and advanced NLP (similarity search) to precisely match customer requirements with relevant inventory materials.
Impact: Streamlined material quantity estimation, reducing manual effort by ~75% while increasing decision accuracy.
- Computer Vision Solutions: Developed a real-time Computer Vision POC for applicant monitoring. Leveraged facial landmarks, gaze estimation, and geometric analysis to track eye movement and attention during coding assessments.
- Predictive Analytics: Built and deployed an AI-powered predictive maintenance model for enterprise HVAC systems, enabling proactive monitoring and significant operational efficiency improvements for the client.
- MLOps & Deployment: Collaborated across teams to deploy, maintain, and scale production-ready AI solutions using Docker and custom data ingestion pipelines (XML-RPC APIs).
Trainee Engineer
May 2022 - January 2023Neosoft Technologies | ~ 9 months
- Conducted comprehensive exploratory data analysis (EDA) using Pandas, SQL, and Matplotlib to extract actionable business insights.
- Developed and trained Computer Vision models for image processing tasks, utilizing OpenCV and CNN architectures.
- Supported the end-to-end machine learning lifecycle, from initial data preparation to model training and performance evaluation.
Data Science Intern
May 2021 - Aug 2021Sciffer Analytics Pte Ltd | Remote • ~ 4 months
- Sourced, curated, and annotated large-scale, complex datasets to directly support the training of Computer Vision models.
- Supervised a 5-person data annotation team during interim periods, ensuring workflow continuity, task delegation, and strict data quality standards.
Total Experience: ~ 3.0 years
Technical Skills
Programming Languages
ML/DL Frameworks
Generative AI
Tools & Technologies
Education
Diploma of Education, Artificial Intelligence and Machine Learning
University of Hyderabad
2021 - 2022
Master of Science in Computer Science
Savitribai Phule Pune University
2018 - 2020
Bachelor of Science in Computer Science
Savitribai Phule Pune University
2015 - 2018
Certifications
Generative AI with Large Language Models
Coursera
August 28, 2025
Fundamental course in the AWS Machine Learning Scholarship!
Udacity
Aug 2020
Microsoft Technology Associate: Windows Server Administration Fundamentals (MTA)
Microsoft
Jun 2019
Ready to collaborate?
I'm always open to discussing new projects, creative ideas or opportunities to be part of your visions.
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