PU
Pratham UG
Contact details — on requestProof of Work — on request
Experience
T
AI Engineer
TURYON Tech Labs Pvt. Ltd. (Product: SyntaxLens) · Aug 2025 – May 2026
- Architected the core backend of SyntaxLens, an AI-powered code-understanding system, integrating Abstract Syntax Tree (AST) parsing with LLM-driven pipelines to generate multi-level Python code explanations.
- Designed and orchestrated complex, self-correcting agentic workflows using LangGraph and FastAPI, enabling dynamic context-retrieval and achieving a 94% reduction in model hallucinations across enterprise repositories.
- Engineered highly scalable semantic retrieval pipelines using FAISS vector databases and sentence embeddings, reducing search latency by 32% for concurrent user queries.
- Formulated advanced prompt engineering and context-window optimization strategies, minimizing API token utilization by 28% while maintaining deterministic, auditable outputs.
- Developed robust, secure REST APIs using FastAPI, implementing secure routing, exception handling, and seamless integration with downstream services.
Data Science Intern
Intellipaat · Feb 2025 – Aug 2025
- Managed and executed end-to-end machine learning lifecycles, transforming raw data ingestion feeds into fully validated classification, forecasting, and NLP models.
- Developed and deployed robust data preprocessing and feature engineering pipelines, using statistical modeling and multivariate regression to prepare high-dimensional inputs.
- Conducted hypothesis testing and statistical analysis to validate model improvements, documenting predictive lift using p-values and confidence intervals to ensure compliance transparency.
- Built interactive analytics dashboards in Streamlit, communicating core model performance metrics (ROC-AUC, feature importance, confusion matrices) to non-technical business stakeholders.
- Applied MLOps best practices to establish model versioning, continuous containerized deployment via Docker, and real-time monitoring to detect performance and feature drift.
Skills 0 proven through work
Also works with
Code ParsingData Structures and AlgorithmsSentence Transformer UsagePDF RAG System DevelopmentEnd-to-End Data Science Lifecycle ManagementTemporal Order PreservationSARIMA ModelingARIMA ModelingForecasting System DevelopmentCode Explanation GenerationPython Code Explanation GenerationRetrieval Quality EvaluationCode SearchCode Semantic UnderstandingCode Structure ExtractionJSON Data HandlingGemini AI IntegrationUnstructured Data ProcessingAI Agent DevelopmentGenerative AI ApplicationStatistical InferenceScalable System DesignDatabase ManagementDocument ChunkingDBT UsageRoot Cause AnalysisBug FixingModel Metric Selection & InterpretationGradient DescentMachine Learning ApplicationPostgreSQL Database UsageExplaining Technical ConceptsTechnical TroubleshootingLangGraph Framework UsageLangChain Framework UsageProblem SolvingTrain-Test Split ValidationWorking with CSV Filespandas UsageRegression Metric InterpretationData VisualizationTime Series Trend AnalysisData TransformationForecastingComputer Vision ModelingRegression AnalysisClassification ModelingModel Training ExecutionFeature SelectionData PreprocessingFeature EngineeringAI Model TestingAI Output Post-processingAI Hallucination DetectionAutomated Summarization SystemsPython DevelopmentLLM Application IntegrationApplication Performance OptimizationPrompt EngineeringSemantic SearchAPI IntegrationVector Database UsageRetrieval-Augmented GenerationText EmbeddingAI Solution ImplementationAI Pipeline Development
Proof of Work
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Education
Bachelor of Technology (B.Tech), Computer Science and Engineering
Presidency University · 2021 — 2025
Projects
Contact details
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