Feb 2025 – May 2025 · 3 mos · Bangalore Urban, Karnataka, India · Hybrid

Jul 2024 – Feb 2025 · 7 mos · Bengaluru, Karnataka, India · Hybrid

• 🌟 Key Skills & Achievements:
• Advanced Model Fine-Tuning & Deployment: Led the fine-tuning and production deployment of advanced models like Whisper, LLaMA, Mistral, and Qwen, significantly enhancing performance and scalability.
• Infrastructure Scaling & Innovation: Successfully transitioned ML infrastructure to an event-driven architecture using VLLM, achieving better scalability and efficiency. Managed infrastructure on Modal for resilient and scalable ML workflows.
• Cross-Functional Team Leadership: Led the ML and Data Science team, collaborating closely with cross-functional stakeholders to align AI strategies with business objectives, resulting in optimized outcomes.
• 🔧 Technical Proficiency:
• Expertise in Python, TensorFlow, and other ML frameworks.
• Proficient in model fine-tuning, data preprocessing, feature engineering, and production-level deployment.
• Strong experience with infrastructure scaling, OpenTelemetry for observability, and event-driven systems.
• Skills: Machine Learning · Data Science · Model Fine-Tuning · Python (Programming Language) · Modal · OpenTelemetry · VLLM · AWS · Git · Deep Learning

Aug 2022 – Oct 2023 · 1 yr 2 mos · Bengaluru, Karnataka, India · Hybrid

• 🌟 Key Skills & Achievements:
• Advanced ML Models: Spearheaded developing and implementing sophisticated machine learning models and their lifecycle.
• Cross-Functional Collaboration: Led cross-departmental initiatives, collaborating closely with stakeholders to align ML strategies with overarching business goals.
• Innovative Solutions: Pioneered innovative ML-driven solutions, resulting in substantial cost savings and revenue growth.
• 🔧 Technical Proficiency:
• Expertise in Python, TensorFlow, and other ML frameworks.
• Proficient in data preprocessing, feature engineering, and model deployment.
• Firm grasp of statistical analysis and data visualization tools for comprehensive insights.

Apr 2021 – Aug 2022 · 1 yr 4 mos · Bangalore Urban, Karnataka, India · On-site

• A data architect with experience designing infrastructures and innovative data enrichment and extraction solutions.
• 🌟 Key Achievements:
• Scalable Data Architecture: Optimized data processing and accessibility by developing a scalable architecture for core products' data gathering and enrichment layers.
• Infrastructure Development: Spearheaded supporting infrastructure for data lakes, anomaly reporting services, and a red flag monitoring system, utilizing Golang and Latex (mainly for typesetting of financial reports) for robust economic parameter analysis.
• Decentralized Data Processing: Led the development of decentralized downstream data processing ETLs, streamlining data interaction layers and supporting systems for the Knowledge Graph.
• 🔧 Technical Expertise:
• Proficiency in Golang, Python, and Latex for infrastructure development and financial parameter analysis.
• Expertise in serverless architecture, containerized environments, and active learning methodologies for ML models.
• Extensive experience in designing and implementing decentralized data processing ETLs for enhanced data interaction and Knowledge Graph support.

Dec 2019 – Mar 2021 · 1 yr 3 mos · Bangalore Urban, Karnataka, India · On-site

• A machine learning engineer experienced in designing infrastructures and deploying machine learning models with active learning capabilities.
• 🌟 Key Achievements:
• Hybrid Algorithm Mastery: Engineered a suite of microservices employing hybrid algorithms, combining traditional extraction methods and cutting-edge computer vision models to extract critical data from unstructured formats (PDFs, Images, etc.).
• ML Model Deployment: Proficiently deployed ML models in serverless and containerized environments, championing active learning methodologies for continuous model enhancement and deployment.
• 🔧 Technical Expertise:
• Proficiency in Python and ML Algorithms.
• Expertise in serverless architecture, containerized environments, and active learning methodologies for ML models.

Aug 2019 – Dec 2019 · 4 mos · Bangalore · On-site

• A machine learning enthusiast who is passionate about improving algorithms and leveraging data-driven insights to drive sales by boosting customer understanding with innovative solutions.
• 🌟 Key Achievements:
• Enhanced Re-Identification Algorithm: Elevated the accuracy of the Person Re-Identification Algorithm by 40% while reducing inference time by 20%. Achieved using Resnext backbone and Siamese Networks to optimize performance and efficiency.
• Customer Intelligence & Sales Analytics: Our company has co-developed microservices for Customer Intelligence and Sales Analytics. These services allow businesses to understand customers better and develop sales strategies using social engineering techniques.
• 🔧 Technical Proficiency:
• My expertise lies in implementing advanced ML techniques like Siamese Networks and Resnext backbones to improve the accuracy and efficiency of algorithms.
• Proficient in developing microservices for Customer Intelligence and Sales Analytics, using data-driven insights to fuel business growth.

Feb 2019 – Aug 2019 · 6 mos · Greater Bengaluru Area · On-site

• A marketing strategist who leverages data insights to increase product growth and optimize marketing tactics for higher customer acquisition and conversion rates.
• 🌟 Key Achievements:
• Data Extraction Mastery: I led the development and implementation of a solid data extraction pipeline. This allowed the marketing team to access vital insights necessary for meeting strategic objectives.
• Collaborative Growth Focus: Collaborated with marketing peers to identify areas for product growth, aligning insights with targeted strategies.
• Tactical Optimization: Applied data-driven analysis to optimize marketing tactics, enhancing customer acquisition and conversion rates for impactful results.
• 🔧 Expertise & Approach:
• Proficient in designing and implementing data pipelines for marketing insights.
• A collaborative approach that merges data-driven insights with marketing strategies for growth identification.
• Dedication to optimizing marketing tactics for heightened customer acquisition and improved conversion rates through data-driven methodologies.

Mar 2018 – Jan 2019 · 10 mos · Bangalore · Hybrid

• A computer vision and deep learning pioneer dedicated to transforming object detection and classification applications.
• 🌟 Key Achievements:
• Cutting-edge Technique Implementation: Advanced computer vision and deep learning techniques were adopted, significantly elevating object detection and classification accuracy and performance.
• Complex Model Implementation: Successfully implemented computationally difficult model training and image understanding applications on high-performance embedded computational processing environments. This expertise optimized efficiency and accuracy in intricate tasks.
• 🔧 Technical Expertise:
• Mastery in implementing advanced computer vision algorithms and state-of-the-art deep learning techniques for unparalleled object detection and classification.
• Proficiency in handling computationally intensive model training and image understanding applications within high-performance embedded computational processing environments.