Applied AI Engineer
Shivam Bhatt
Building production-grade AI systems that solve complex enterprise challenges. Multi-agent workflows, RAG pipelines, and ML infrastructure at scale.
4
FTE Save
$10M+
Operational Savings
61%
Fraud Recall Improvement
92%
AI Task Accuracy
Featured Projects
Production-grade AI systems built for enterprise environments
Career Roadmap
7+ years of progressive journey in AI/ML and data science across leading enterprises
HSBC India Limited
India
Sep 2025 - Present
Manager - Future Analytics and DE
- ▹Played a key role in the development and production deployment of ML-based post-detection system, increasing Recall by 61% at constant FPR
- ▹Maintaining risk appetite (0-1%) across different market segments and improving Straight-Through Processing (STP) by 80%
- ▹Implemented ongoing model monitoring for PSI/CSI, AUC drift, and calibration, reducing time-to-detect model degradation from 30 to 15 days
- ▹Collaborated on champion–challenger testing and threshold calibration to improve model effectiveness and operational reliability while maintaining PSI < 0.1 and override rates below 5%
- ▹Enhanced retrieval performance using semantic search and re-ranking pipelines, achieving ~48% improvement in information retrieval efficiency.
HSBC India Limited
India
Feb 2022 - Sep 2025
Analyst - Research and Development team, Risk & Compliance
- ▹Owned development of Python-based automation platforms, cutting reporting and analysis turnaround time by ~98%
- ▹Applied fuzzy matching (Levenshtein distance), string or phonetic similarity algorithms for improved matching accuracy
- ▹Engineered feature pipelines for text normalization, tokenization, and similarity scoring across multilingual datasets
- ▹Developed scalable screening architecture aligned with regulatory risk thresholds, enabling deployment across multiple regions
- ▹Delivered ~$10M cost savings for a single market (UAE) by automating investigation workflows
- ▹Contributed to the development of ML-based risk detection systems, reducing manual investigation effort and delivering operational efficiency equivalent to ~4 FTE capacity.
Sopra Steria India Pvt Limited
India
Aug 2021 - Feb 2022
Software Engineer - Decision Science
- ▹Delivered interactive AI-powered dashboards (Dash), enabling real-time monitoring and improving stakeholder decision-making speed
- ▹Handled high-volume transaction data at scale, delivering actionable insights that influenced strategic business decisions
- ▹Collaborated with cross-functional teams to translate business problems into scalable AI solutions
- ▹Processed high-volume financial datasets at scale using Hive and Pyspark
Ineuron.AI
India
Jan 2021 - July 2021
Associate - Data Science
- ▹Built and optimized data preprocessing pipelines, improving model performance and reducing training time by 5%
- ▹Identified and curated high-quality data-sets, improving model accuracy and robustness
- ▹Designed feature engineering strategies that enhanced performance of classification and clustering models by 12%
Wipro Limited
India
July 2019 - December 2020
Senior Associate - Quality Control and Assurance
- ▹Built data reporting infrastructure, enabling real-time KPI tracking and improving decision-making efficiency
- ▹Improved reporting accuracy by validating and reconciling data across multiple sources, reducing errors by 11%
- ▹Developed QA frameworks that enhanced product reliability and reduced system defects
Sage Energy Hyderabad
India
February 2019 - June 2019
MIS Executive Techno-Commercial
- ▹Developed business reporting and analytics systems for vendor and category management
- ▹Delivered market intelligence insights supporting forecasting and strategic planning, increasing sales by 11% monthly
Connect With Me
Always open to discussing high-impact AI research, engineering opportunities, or technical collaborations.
Ready to process your ideas into reality.
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