Abhay Agarwal

CEO

Jaipur, Rajasthan, India7 yrs 9 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Delivered ₹50L+ worth of AI projects.
  • Expert in AI, ML, and data engineering.
  • Founder of a successful freelance AI agency.
Stackforce AI infers this person is a Data Scientist with expertise in AI/ML solutions across Fintech, E-commerce, and Legal Tech.

Contact

abhaya@navbackoffice.comLinkedIn

Skills

Core Skills

Ai & MlData EngineeringData ScienceMarketing AnalyticsNlpData AnalysisRisk IntelligenceBusiness Analysis

Other Skills

AI AgentsAd analyticsAdvertising AnalyticsAmazon Web Services (AWS)Analytical SkillsApache KafkaApache SparkArtificial Intelligence (AI)Auto GenAzure DatabricksAzure OpenAIBI deliveryBusiness Data ManagementBusiness DevelopmentBusiness Process Improvement

About

🚀 Hi, I’m Abhay – an Engineer-Turned-Data Visionary! 📊 🎓 IIT Kanpur Grad | Business Analyst-turned-Data Scientist | Passionate about AI, LLMs & RAG 💡 Founder of a Freelance AI Agency | Delivered ₹50L+ worth of projects, from facial recognition to satellite-based crop prediction. 📈 Expert in AI & ML, building solutions for sales forecasting, recommendation engines, and automation across industries. 🌍 Tech Enthusiast | Exploring climate tech, cybersecurity & crypto | Avid traveler & foodie. 💬 Let’s connect! Check out my work https://www.datascienceportfol.io/abhay06 or reach me at abhayagarwal94@gmail.com. ### Skills ✅ Agentic AI & LLMs - LangChain, LangGraph, CrewAI, RAG, Retrieval, Prompt Engineering, Fine-tuning, Azure OpenAI, GPT-4/Claude, TensorFlow, PyTorch, Keras ✅ MLOps & LLMOps - Kubeflow, Terraform, Jenkins, CI/CD, Model/Prompt versioning, Evaluation, Monitoring ✅ Data engineering - Spark, Kafka, Airflow, ETL/ELT, Data quality, Streaming ✅ Databases - SQL (T-SQL/MySQL/PLSQL), NoSQL (MongoDB/Cassandra) ✅ Graph & search - Gremlin, Cypher, Graph DBs, Semantic search, Embeddings ✅ Backend & APIs - Python, FastAPI/Flask/Django, Nginx, API Gateways ✅ Algorithms - Classification, NLP, GenAI, Computer Vision, Recommendation, Time Series ✅ End-to-End Solutions – From data pipelines to real-world impact 🚀

Experience

7 yrs 9 mos
Total Experience
1 yr 6 mos
Average Tenure
1 yr 11 mos
Current Experience

Nav india

🚀 Team Lead Data Science | LLM & RAG Architect | AI-Driven Hedge Fund Administration 📈

Jul 2024 – Present · 1 yr 11 mos · Jaipur · Hybrid

  • Agentic Document Processing
  • Led multi-agent system using LangChain/LangGraph/CrewAI to ingest/extract data from NAV packs, KYC forms, and trade confirmations.
  • Cuts processing time by 70% and reduces error rates from ~5% to <0.5% via graph-linked entities and validation
  • Smart Validation & Reconciliation
  • Built agents that reconcile against mandates/regulations in under 30 minutes vs 2–3 days, auto-flagging 90%+ compliance issues.
  • Learning loops: Human feedback improved accuracy 2–3% per quarter, enabling 80–90% automation of fund admin workflows
  • Graph-first Anomaly Detection
  • Connected outputs to Graph DBs (Gremlin/Cypher) for real-time anomaly detection & lineage tracking
  • Text Analysis/Rewriting
  • LLM-assisted clarity improvements (~40% lower sentence complexity), 95% error correction, & ~30% engagement lift by audience tone adaptation
LangChainLangGraphCrewAIGraph DBsPrompt EngineeringAzure OpenAI+4

Decision culture

🚀 Senior Data Scientist | Marketing Analyst | Big Data Engineer

Oct 2021 – Sep 2023 · 1 yr 11 mos · Bengaluru, Karnataka, India · Remote

  • Recommenders: “Bought-together” and relevance models that increased sales by 20%
  • Dynamic pricing: Delivered 15% revenue lift and 20% margin growth
  • Ad analytics: Targeting and optimization leading to 20% conversion boost and 15% ROI growth
Recommender systemsDynamic pricingAd analyticsStatistical modelingData ScienceMarketing Analytics

Metacube software pvt ltd

Data Scientist | AI-Powered Legal Analytics | NLP & Document Intelligence

Jun 2020 – Oct 2021 · 1 yr 4 mos · Jaipur, Rajasthan, India · Remote

  • Legal knowledge extraction
  • Text mining reduced document analysis time by 25%; a multi-label classifier with ~90% accuracy for hierarchical cataloguing
  • Misinformation detection: Deployed a deep learning model with ~92% accuracy
  • Search relevance: ~30% improvement via embeddings and semantic models
Text miningDeep learningSearch relevanceNLPAI & ML

Flintz

Senior LLM | Agentic AI | LLMOps | Python Developer

Nov 2019 – Mar 2025 · 5 yrs 4 mos · Greater Jaipur Area · Remote

  • Crypto sentiment & Trading Bot
  • Unified DeFi Llama, Dune Analytics, CryptoPanic APIs; LLM-driven sentiment on Twitter/X; on-chain scoring with Etherscan/Solana Explorer
  • Access control CV
  • Facial recognition system achieving 98% verification accuracy; human stance detection at 100% and activity classification at 92% (BlazePosture)
  • IoT energy management
  • 35% consumption efficiency improvement in smart buildings via ML-driven control
  • Precision farming
  • 25% yield boost through optimal planting insights
DeFi LlamaDune AnalyticsCryptoPanic APIsFacial recognitionML-driven controlPrecision farming+2

Squareone insights

Data Analyst | Banking Analytics & Risk Intelligence | FinTech Solutions

May 2017 – Jan 2019 · 1 yr 8 mos · Mumbai, Maharashtra, India · On-site

  • Customer segmentation: Advanced clustering improved ad engagement by 15%
  • Sales forecasting: Reduced errors and optimized inventory, driving ~30% sales increase
  • Fraud/anomaly: Real-time monitoring cut false positives by ~25%
Customer segmentationSales forecastingFraud detectionData AnalysisRisk Intelligence

Loylty rewardz mngt pvt ltd

Business Data Analyst | Loyalty & Payments Analytics | Banking & FinTech Insights

Jun 2016 – May 2017 · 11 mos · Mumbai

  • Product intelligence: Data-driven trends saved ~2 months to reach market fit
  • BI delivery: Streamlined stakeholder reporting, reducing communication errors by ~15%
Product intelligenceBI deliveryBusiness Analysis

Education

Global Governance Initiative

Impact Fellowship

Nov 2022 – Jun 2023

Indian Institute of Technology, Kanpur

Bachelor of Technology (BTech) — Electrical Engineering

Jan 2012 – Jan 2016

Bansal classes, kota

Coaching

Jan 2010 – Jan 2012

Adarsh Vidya Mandir, Jaipur

I - X Class

Jan 2000 – Jan 2010

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