D

Daksh Trehan

DevOps Engineer

San Francisco, California, United States4 yrs 10 mos experience
Highly StableAI Enabled

Key Highlights

  • Expert in deploying GenAI systems at scale.
  • Led enterprise AI transformations for Fortune 500 clients.
  • 6x Snowflake Certified professional.
Stackforce AI infers this person is a SaaS and AI specialist with a focus on enterprise solutions.

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Skills

Core Skills

Data SciencePythonGenaiMachine LearningBusiness IntelligenceData Engineering

Other Skills

Python (Programming Language)SnowflakeDocument IntelligenceFraud DetectionReconciliation PlatformsData QualityTableauData VisualizationETLLarge Language Models (LLM)Natural Language Processing (NLP)Data IntelligenceBusiness Intelligence (BI)Neuro-Linguistic Programming (NLP)Project Management

About

I build AI systems that work in the real world — not just in notebooks. Currently a Forward Deployed Engineer(FDE) at Abacus.AI, working at the intersection of cutting-edge AI and enterprise deployment. My job is to take powerful technology and make it actually land for clients, from architecture to adoption. Before this, I spent 5 years at kipi.ai building production AI across healthcare, energy, insurance, and supply chain: RAG pipelines, fraud detection systems, document intelligence platforms, and ML models at scale. Clients included ConocoPhillips, Gameday Men's Health, Germania Insurance, Blue Yonder, and 4L Data Intelligence. What I care about: problems that are messy, real, and worth solving. Systems that don't just demo well but survive production. And the architectural shift happening right now; where intelligence gets baked into the data layer, not bolted on top. M.Tech in Data Science & Engineering from BITS Pilani. 6x Snowflake Certified. Open to conversations around enterprise AI, agentic systems, and what it takes to actually deploy GenAI at scale.

Experience

4 yrs 10 mos
Total Experience
4 yrs 8 mos
Average Tenure
2 mos
Current Experience

Abacus.ai

Forward Deployed Engineer

Mar 2026Present · 2 mos · San Francisco Bay Area · Remote

Data SciencePython (Programming Language)Python

Kipi.ai

3 roles

Senior Data Scientist

Promoted

Jun 2025Feb 2026 · 8 mos · Houston, TX · Remote

  • Led enterprise AI platform transformation for Fortune 500 clients, architecting production-grade GenAI and data engineering systems on Snowflake. Worked across the full stack, from unstructured document intelligence to agentic reconciliation platforms to healthcare fraud detection, delivering measurable business impact at scale.
  • At ConocoPhillips, engineered Snowflake Document AI pipelines processing 2,000+ oil & gas engineering PDFs with automated confidence scoring, achieving 18.7% performance improvement. Architected ReconAI, a LangGraph + Cortex powered reconciliation platform deployed as a Snowflake Native App featuring NL test-case generation, multi-user session isolation, approval workflows, and a Bloomberg-style dashboard. Built a Cortex Analyst Text-to-SQL solution across 25+ tables enabling business users to query complex operational data in plain English. Designed a geological data lakehouse ingesting LAS files from Azure Blob into Apache Iceberg via PyIceberg and Polaris Open Catalog, with full time travel and schema evolution.
  • For Gameday Men's Health, engineered 3 ML anomaly detection pipelines across 10M+ healthcare claims using ensemble Isolation Forest models, reducing false positive rates by 40% and achieving 85%+ fraud detection precision in production. Built a Snowflake Intelligence agent on Cortex Analyst covering revenue KPIs, patient retention, LTV, and geographic breakdowns across 25+ clinic locations.
  • Also delivered an enterprise Data Quality Native App with 9 configurable validation checks, RBAC, cron scheduling, and email alerting, published to Snowflake Marketplace.
Data SciencePython (Programming Language)SnowflakeGenAIData EngineeringDocument Intelligence+2

Data Scientist

Promoted

Apr 2023Jun 2025 · 2 yrs 2 mos · Houston, TX · Remote

  • Promoted to Data Scientist after demonstrating consistent delivery across client engagements. Took on increasingly complex GenAI and ML projects, building systems that went from prototype to production and directly into the hands of enterprise users.
  • Designed and deployed KAIRA, a Slack-integrated enterprise RAG chatbot built on Snowflake Cortex with 90%+ retrieval precision. Architected multi-source retrieval merging HR, LEAF, and PPT repositories using Cortex embeddings with metadata-based ranking and confidence scoring. Automated BRD/ARB document parsing via Document AI with reverse ETL directly into Salesforce, reducing processing effort by 80%. Delivered to 1,000+ internal users and showcased to C-suite as a flagship GenAI capability.
  • Built an AutoCAD AI design assistant converting plain-English descriptions into executable 3D model code using Snowflake Cortex and OpenSCAD, cutting design turnaround by 70% with SVG preview and iterative validation loops. Led a cross-functional team of 5 on a material performance prediction system handling 10M+ data points across 100+ unique materials, achieving 85% accuracy and enabling 10–15% procurement cost savings with full SHAP explainability for supply chain stakeholders.
  • For Germania Insurance, optimized 50+ Snowflake views improving query efficiency by 15% and team productivity by 40%, while establishing BI testing protocols and data validation frameworks that became team-wide standards.
  • Advanced Certifications & Professional Growth
  • Achieved Snowflake Advanced Data Scientist certification
  • Completed MTech in Data Science & Engineering from BITS PILANI WILP
Data SciencePython (Programming Language)

Business Intelligence Developer

May 2021Mar 2023 · 1 yr 10 mos · Houston, TX · Remote

  • Joined kipi.ai as a BI Developer fresh out of college. Worked directly with enterprise clients learning what it means to deliver real solutions under real constraints, translating messy business requirements into clean, scalable data products.
  • For Germania Insurance, led the migration of 30+ complex Crystal Reports to modern Tableau dashboards, improving rendering performance by 20% and delivering 50+ KPI dashboards across claims, underwriting, and policy analytics. Worked directly with client stakeholders to gather requirements, customise outputs, and ensure adoption. Built Tableau dashboards for HR operations reducing manual effort by 50%.
  • For Blue Yonder, led a comprehensive content migration from MS-SQL to Snowflake, creating stored procedures for automated record validation and streamlining supply chain data processes by 20%. Optimised existing clustering algorithms achieving 3% efficiency improvement while maintaining 95%+ unit test coverage.
  • Also built end-to-end ETL pipelines processing 10,000+ records from multiple OTT platforms for an internal analytics project, and designed an ML-powered recommendation system achieving 95% accuracy in user preference prediction.
  • Professional Development & Industry Recognition:
  • Snowflake Core Developer
  • Tableau Desktop Specialist
  • Dataiku Advanced Designer
Data SciencePython (Programming Language)

Robofied

Machine Learning Intern

Aug 2020Feb 2021 · 6 mos · Delhi, India · Remote

  • Performed information gathering from 25 public repositories and conducted training and testing of machine learning and deep learning models using Sci-kit Learn, Keras, and TensorFlow.
  • Implemented Matplotlib to generate real-time ROI graphs, improving overall efficiency by 15% in identifying high-profit models.
Machine LearningTableau

Hw saver llp

Machine Learning Intern

Apr 2020Jul 2020 · 3 mos · Delhi, India · Remote

  • Modelled an end-to-end prototype using Deep Learning framework to automatically solve mathematical word problems, achieving up to 70% accuracy in initial trial runs.
  • Collaborated with the team to enhance the information capture prototype, resulting in a 25% increase in throughput.
Python (Programming Language)Machine Learning

Education

BITS Pilani Work Integrated Learning Programmes

Master of Technology - MTech — Data Science & Engineering

Oct 2022Sep 2024

Guru Gobind Singh Indraprastha University

Bachelor of Technology - BTech — Computer Science & Engineering

Aug 2017May 2021

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