Sr. AI Engineer - SQOR.ai
January 2025 - Present · Remote
🚀 Core Achievements
- Architected and deployed scalable GCP-based data pipelines for efficient data ingestion into Retrieval-Augmented Generation (RAG) systems, ensuring seamless integration with cloud infrastructure and optimized data flow processing.
- Pioneered advanced chunking methodologies by conducting comprehensive experiments across recursive and paragraph-based strategies, ultimately developing a proprietary semantic chunking algorithm that significantly improved data retrieval accuracy and contextual relevance.
- Engineered automated web scraping solutions to systematically collect and process documentation from 40+ integrated SaaS tools, including user manuals, how-to guides, knowledge base articles, and whitepapers for the company's Business Intelligence platform.
- Developed and deployed 13 specialized tenant-based AI agents using LangGraph framework, creating customized conversational AI solutions tailored to specific client requirements and use cases.
- Built predictive analytics models to forecast key performance indicators (KPIs) derived from integrated SaaS tools, enabling data-driven decision making and proactive business insights.
- Spearheaded the transformation of RAG Chatbot ESA into a sophisticated multi-agent conversational AI system, designing and implementing core components including supervisor agents, query decomposition modules, and evaluation frameworks.
- Implemented LLM-as-a-Judge evaluation systems to ensure quality control and performance optimization across all AI agents, establishing robust testing and validation protocols for production deployment.
💼 Technical Skills
Core Technologies: Generative AI, Google Cloud Platform (GCP), Artificial Intelligence (AI), Agentic RAG, Python Programming, LLM Evaluation
Machine Learning Research Assistant - San Jose State University
May 2023 - December 2024 · 1 yr 8 mos · San Jose, CA
Spearheaded cutting-edge research in AI and healthcare technologies, focusing on deep learning applications and data analytics.
🔬 Research Achievements
- Led the development of an innovative Edge AI-powered blood pressure monitoring system utilizing photoplethysmography (PPG) signals, achieving exceptional accuracy with MAE of 6.36 mmHg for systolic and 4.09 mmHg for diastolic measurements through advanced deep learning architectures.
- Successfully implemented model compression achieving 90.71% reduction while maintaining performance, enabling deployment on resource-constrained IoT devices.
- Developed E-SMOTE, a novel entropy-based minority oversampling technique for improving clinical trials analysis, with research accepted at IEEE COMPSAC 2024.
🛠️ Technical Contributions
- Designed and implemented three distinct deep learning architectures: residual-enhanced CNN, transformer-based architecture, and Attentive BPNet.
- Engineered comprehensive signal processing pipelines incorporating adaptive filtering and statistical normalization.
- Optimized TinyML implementations for embedded systems, specifically Arduino Nano 33 BLE sense hardware.
🏆 Recognition
- Recipient of RSCA Research Grant 2024
- Published research paper at IEEE COMPSAC 2024, a prestigious international conference
💼 Technical Skills
Core Technologies: Signal Processing, TinyML, Large Language Model Operations (LLMOps), Research and Development (R&D), Deep Learning, Machine Learning, Artificial Intelligence (AI), Healthcare Information Technology (HIT), Data Science, Edge Artificial Intelligence, Statistical Data Analysis
Instructional Student Assistant - San Jose State University
January 2024 - June 2024 · 6 mos · San Jose, CA
Instructional Student Assistant for DATA 220 under Prof. Masum, supporting advanced data analytics coursework and student mentoring.
🏦 Banking & Financial Analytics Experience
9+ years of progressive experience at State Bank of India (2013-2023)
Data Analyst - State Bank of India
January 2020 - January 2023 · 3 yrs 1 mo · Hyderabad, India
🎯 Core Achievements
- Engineered advanced analytics solutions using CRM analytics, Power BI, and predictive modeling, driving data-driven marketing decisions that achieved 34% increase in personal loan penetration and 23% higher conversion rates in investment products, while optimizing reporting efficiency.
- Implemented NLP-based sentiment analysis and text mining across multiple customer touchpoints (social media analytics, customer feedback systems), resulting in 21% improvement in customer satisfaction through data-driven service optimization.
- Orchestrated agile cross-functional initiatives for digital transformation of lending suite, leveraging business intelligence tools and advanced analytics for process optimization.
- Developed KPI dashboards and predictive analytics models for retail assets performance, enabling real-time monitoring and strategic decision-making.
- Enhanced regulatory compliance through advanced data analytics and machine learning, monitoring transaction patterns across 45 risk scenarios.
🛠️ Technical Expertise
- Data Analysis & Visualization: Power BI, Tableau, IBM Cognos Analytics, Advanced Excel (Pivot Tables)
- Database Management: SQL, ETL pipelines, Data Warehousing, Data Quality Management
- Analytics Methods: Statistical Analysis, Predictive Modeling, Time Series Analysis, A/B Testing
- Business Intelligence: KPI Monitoring, Real-time Analytics, Business Metrics, Performance Analytics
- Big Data Technologies: Data Lake Architecture, Cloud Analytics, Data Pipeline Management
📈 Key Learning Outcomes
- Mastered enterprise BI tools while developing expertise in financial analytics, data modeling, and business metrics
- Expertise in stakeholder management, data storytelling, and executive dashboard development
- Built strong capabilities in agile project management and cross-functional team leadership
💼 Technical Skills
Core Technologies: AML, Sentiment Analysis, Data Analysis, Predictive Modeling, Machine Learning, Business Analysis, Data Analytics Reporting, Applied Machine Learning, MySQL, Compliance Monitoring, Cross-functional Collaboration, Data Visualization, Statistical Data Analysis
Manager - State Bank of India
January 2018 - January 2020 · 2 yrs 1 mo · Hyderabad, India
🎯 Core Achievements
- Spearheaded a mid-sized urban branch with a 20-member team, driving branch asset portfolio growth by 38% to $2.5B through analytics-driven customer segmentation and CRMNext insights
- Reduced non-performing assets by 34% (from $80M to $53M) through proactive stressed assets management using advanced Excel-based trend analysis and pivot tables
- Achieved 40% year-on-year growth in branch deposits ($1.2B to $1.6B) by implementing data-driven strategies and targeted customer segmentation
- Enhanced customer satisfaction scores from 3.1 to 4.2/5 through KPI tracking and data-informed decision making
📋 Additional Responsibilities
- Managed comprehensive liability and asset portfolio including:
- Corporate accounts (Police Department, Municipal Corporation)
- Retail banking (Salary accounts, Pension accounts, Savings accounts)
- Diverse retail asset products (Home Loans, Car Loans, Personal Loans, Gold Loans)
- Oversaw daily branch operations handling 500+ customer interactions
- Implemented risk management protocols and regulatory compliance measures
- Developed and executed targeted marketing campaigns for various banking products
📈 Key Learning Outcomes
- Mastered crisis management and operational resilience, developing innovative solutions while maintaining service excellence
- Developed expertise in relationship banking across diverse customer segments, from retail to corporate clients
- Enhanced proficiency in data-driven decision making using CRM analytics and financial metrics
- Refined leadership capabilities in team management, delegation, and performance optimization
- Gained deep understanding of retail banking operations, risk management, and regulatory compliance
- Developed strategic thinking in balancing customer satisfaction with business objectives
💼 Technical Skills
Core Technologies: Financial Analytics, Regulatory Compliance, Risk Assessment, Portfolio Management, Asset Management, Cross-functional Team Leadership, Operational Risk Management, Branch Banking Operations, Performance Analytics, Liability Management, Customer Relationship Management (CRM), Crisis Management, Branch Management, Strategic Planning, Customer Segmentation
Senior Credit Analyst - State Bank of India
January 2016 - December 2017 · 2 yrs · Hyderabad, India
🎯 Core Achievements
- Managed a $530M asset portfolio specializing in agricultural and Self-Help Group (SHG) advances, achieving 18% market share growth through data-driven lending strategies across 14 rural communities
- Exceeded advance budget targets by 110% through strategic implementation of priority sector lending initiatives and innovative financial inclusion programs
- Reduced stressed assets portfolio by 20% ($8M to $6.4M) through proactive risk management, implementing structured resolution strategies including revival plans and settlement options
- Spearheaded implementation of key rural development schemes including Pradhan Mantri Mudra Yojana (PMMY), Stand-Up India Scheme, and Kisan Credit Card (KCC) Scheme, expanding financial inclusion footprint
📋 Additional Responsibilities
- Facilitated credit linkages under National Rural Livelihood Mission (NRLM) for SHG empowerment
- Conducted comprehensive credit risk assessment for rural and agricultural lending
- Developed customized financial solutions for PMMY and Stand-Up India beneficiaries
- Monitored KCC portfolio performance and implemented risk mitigation strategies
- Ensured regulatory compliance across all priority sector lending programs
📈 Key Learning Outcomes
- Developed expertise in rural credit analysis and government-backed lending schemes
- Mastered risk assessment techniques for agricultural, micro-enterprise, and SHG financing
- Enhanced proficiency in implementing national financial inclusion initiatives
- Built strong capabilities in stressed asset management and resolution
- Gained deep understanding of rural economics and agricultural financing cycles
- Developed skill in relationship-based banking in rural markets
💼 Technical Skills
Core Technologies: Regulatory Compliance, Risk Assessment, Portfolio Management, Credit Risk Management, Credit Analysis, Asset Management, Priority Sector Lending, Stressed Asset Management
Assistant Manager - State Bank of India
December 2013 - January 2016 · 2 yrs 2 mos · Hyderabad, India
🎯 Core Achievements
- Drove 19% growth in forex revenue through strategic client relationship management and personalized financial solutions
- Managed end-to-end foreign exchange operations including trade finance, remittances, and forex cards while ensuring 100% compliance with FFMC and RBI guidelines
- Implemented enhanced due diligence protocols for high-value forex transactions, resulting in zero compliance incidents during regulatory audits
- Streamlined forex documentation processes, reducing transaction processing time by 30% while maintaining regulatory standards
- Led marketing initiatives for YONO digital banking platform, focusing on forex services and international banking features
📋 Additional Responsibilities
- Executed diverse foreign exchange instruments:
- Import/Export Letters of Credit
- Foreign Bank Guarantees
- Inward/Outward Remittances
- Travel Cards and Foreign Currency
- Conducted KYC verification and transaction monitoring
- Managed regulatory reporting and audit documentation
- Provided advisory services on foreign exchange regulations
- Coordinated with correspondent banks for international transactions
📈 Key Learning Outcomes
- Mastered foreign exchange operations and international banking regulations
- Developed expertise in FEMA guidelines, FFMC regulations, and RBI compliance requirements
- Enhanced proficiency in trade finance documentation and forex risk management
- Built strong capabilities in customer relationship management and problem resolution
- Gained deep understanding of digital banking transformation and fintech integration
- Developed analytical skills in forex market analysis and customer need assessment
💼 Technical Skills
Core Technologies: Regulatory Compliance, AML, FEMA Compliance, Client Relationship Management, KYC Verification, Foreign Exchange Operations, Trade Finance, Branch Banking Operations, Forex Risk Management, Communication, International Banking Services