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Vickey Kumar

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National Capital Territory of Delhi, India
Contact Vickey regarding: 
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Starting at USD3k/month

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Résumé

Jobs verified_user 0% verified
  • HCL Software
    Software Engineer II
    HCL Software
    Sep 2025 - Current (1 year 2 months)
    • Architected multi-agent orchestration system using RAG, Llama-2-70B, GPT-4 for HCL BigFix AEX, automating IT infrastructure workflows (backoffice operations, DB & Server Management ) across 500+ enterprise clients
    • Designed multi-step workflows with NLU, query decomposition, and vector search, improving task automation efficiency by 70%
    • Developed scalable backend services for HCL BigFix AEX & iAutomate, enabling autonomous system.
  • C
    Open Source Contributor
    C4GT – Mifos Initiative
    Jul 2025 - Sep 2025 (3 months)
    • Built multilingual voice AI agent (22+ languages) using ASR + LLM + RAG for digital banking workflows
    • Designed stateful conversation flows using LangGraph for banking operations (transfers, loans, inquiries), achieving 85% task completion with
  • R
    AI/ML Intern
    Raptor Supplies
    Jan 2025 - Jun 2025 (6 months)
    • Developed ChatMRO, a RAG-based search platform handling 10K+ monthly queries
    • Built NLP pipelines (query decomposition + embeddings) improving search accuracy for industrial datasets
    • Engineered PDF ingestion pipeline using Tesseract OCR + custom NLP; trained supervised ML classifier for MPN extraction using sliding-window features and semantic embeddings, achieving 95% F1-score on production inference across 10M+ product records
Education verified_user 0% verified
  • N
    Machine Learning and Reinforcement Learning in Finance
    NYU (Coursera)
    Jan 2025
  • I
    Bachelor of Technology (B.Tech), Computer Science And Applied Mathematics
    Indraprastha Institute of Information Technology (IIITD)
    Jan 2021 - Jun 2025 (4 years 6 months)
    CGPA : 7.2
    Relevant Coursework: Machine Learning, DL, LLM, Probability&Statistics, Stochastic Processes, Operating Systems, DBMS, Statistical Inference, Discrete Mathematics
Projects (professional or personal) verified_user 0% verified
  • G
    Real-Time Voice Scheduler AI Agent
    Google Calendar Automation
    Jan 2026 - Mar 2026 (3 months)
    • Engineered a real-time streaming voice and text AI agent for natural language-based meeting scheduling.
    • Implemented a stateful agent workflow using LangGraph for context-aware scheduling and real-time Google Calendar automation.
  • F
    Nifty50 IV Forecaster
    Financial ML
    May 2025 - Jun 2025 (2 months)
    • Predicted NIFTY50 implied volatility using supervised learning models (XGBoost, Linear Regression, Neural Networks) with extensive feature engineering and cross-validation.
    • Engineered 30+ statistical features (rolling volatility ratios, moneyness spreads, Greeks) achieving RMSE of 0.00006, outperforming Black-Scholes baseline by 43% on out-of-sample data
  • B
    Bachelor Thesis: EM Field Reconstruction via Generative Models
    Aug 2024 - Apr 2025 (9 months)
    • Designed hybrid generative architecture (EM_UNet + FCN_UNet ensemble) for electromagnetic field reconstruction in neural simulations, reducing computational overhead by 95% while achieving MAE of 0.002
    • Benchmarked multiple deep learning architectures (FCN, U-Net, GANs, cGANs, VAEs) using custom CUDA kernels; results under preparation for submission to NeurIPS 2026 workshop