Baibhav Pathy

Associate Consultant

Bengaluru, Karnataka, India6 yrs 4 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in developing advanced ML algorithms.
  • Proficient in translating technical concepts for stakeholders.
  • Experienced in collaborative, data-driven solutions.
Stackforce AI infers this person is a Machine Learning and AI specialist in the SaaS industry.

Contact

LinkedIn

Skills

Core Skills

Machine LearningData ScienceArtificial Intelligence (ai)Natural Language Processing (nlp)

Other Skills

XGBoostLightGBMSnowflakeAzure DatabricksEnsembleAnalytical SkillsPrompt WritingAgentic AI Developmentclassical mlHTMLNatural Language UnderstandingPandas (Software)Software DevelopmentDeep LearningSeaborn

About

Software Engineer with 3+ years of experience in Machine Learning and Data Science. Specializes in developing and deploying advanced ML algorithms and models. Current Role: Tredence , focusing on AI and ML Previous Experience: ZS working on agentic ai. Proficient in Neural Networks, CNNs, Text-to-Speech, Transformers, predictive modeling, recommendation systems, and anomaly detection. Expertise in handling diverse data formats, including text, image, and tabular data. Skilled at translating complex technical concepts for non-technical stakeholders. Drives data-driven solutions and collaborates with interdisciplinary teams to achieve impactful results.

Experience

6 yrs 4 mos
Total Experience
1 yr 2 mos
Average Tenure
8 mos
Current Experience

Tredence inc.

Consultant - Data Scientist

Sep 2025 – Present · 8 mos

  • Classical ML & Applied GenAI :
  • Worked closely with clients on classical machine learning solutions, delivering end-to-end ML pipelines from data preparation to model deployment.
  • Leveraged agent-based prompt workflows for text translation, feature extraction, and brand/sub-brand detection from unstructured and semi-structured data.
  • Designed and implemented feature engineering pipelines, including categorical encoding, text-derived features, aggregation logic, and business-driven transformations.
  • Built predictive models to estimate competitor GMV values, enabling market and competitive intelligence use cases.
  • Trained and evaluated multiple ML models including XGBoost, LightGBM, and ensemble methods to improve prediction accuracy and robustness.
  • Performed extensive hyperparameter tuning using cross-validation and optimization strategies to maximize model performance and generalization.
  • Conducted model evaluation using relevant business and statistical metrics, ensuring alignment with client objectives.
  • Collaborated with stakeholders to translate business problems into scalable ML solutions with measurable impact.
Data ScienceXGBoostLightGBMSnowflakeAzure DatabricksEnsemble+5

Zs

Business Technology Solutions Associate - GEN AI

Jul 2025 – Sep 2025 · 2 mos · Bengaluru, Karnataka, India · On-site

  • AgentOps Platform Development (AI / GenAI) :
  • 1) Designed and built an enterprise-grade AgentOps platform to operationalize, govern, and secure AI agents for global pharma and healthcare clients, including Bayer and Johnson & Johnson.
  • 2) Owned end-to-end platform architecture and backend development (excluding UI/UX), focusing on scalability, security, and enterprise deployment readiness.
  • 3) Architected a modular agent framework using Agent Cards and Tool Cards for standardized agent definition, lifecycle management, and controlled tool execution.
  • 4) Implemented agent guardrails to enforce responsible AI behavior, execution boundaries, validation rules, and fail-safe mechanisms.
  • 5) Built GenAI security and detection layers, including prompt injection detection, malicious prompt pattern identification, and runtime validation of agent inputs, outputs, and tool calls.
  • 6) Integrated enterprise communication protocols such as A2A (Agent-to-Agent) for multi-agent orchestration, A2G (Agent-to-Gateway) for controlled enterprise access, and MCP (Model Context Protocol) for structured context exchange.
  • 7)Enabled Azure cloud integration, supporting secure connectivity to Azure resources, resource-location awareness, and environment-specific routing aligned with enterprise IAM standards.
  • 8) Developed a centralized prompt management system with versioning, governance, reusability, and auto-suggestion capabilities to improve prompt quality and consistency.
  • 9) Delivered a client-ready, extensible AgentOps foundation enabling safe deployment, monitoring, and scaling of AI agents across real-world enterprise workflows.
Data ScienceHTMLNatural Language UnderstandingMachine LearningPandas (Software)Natural Language Processing (NLP)+18

Reverie language technologies

2 roles

NLP Developer ( Software Developer - R&D)

Apr 2024 – Jul 2025 · 1 yr 3 mos

  • Key Contributions and Achievements:
  • Indic Language Module Development:
  • Contributed to the creation of specialized modules for Indic languages, focusing on Machine Translation (NMT) and Named Entity Recognition (NER). Played a pivotal role in developing an NER system capable of identifying entities across 11 Indic languages.
  • Tested on Roberta Large XML and then Leveraged Google’s pre-trained BERT-based MURIL model for fine-tuning.
  • Trained and validated the system using the AI4 Bharat Naampandan dataset, ensuring high precision and recall.
  • Optimized the model for real-time performance, enabling faster, CPU-based inference to improve usability and scalability.
  • Advancements in Speech Synthesis:
  • Worked extensively with cutting-edge models like FastPitch and VITS to enhance text-to-speech synthesis quality.
  • Optimized production architecture by implementing two innovative frameworks:
  • Parler TTS: Delivered superior natural voice quality.
  • XTTS: Enhanced scalability and robustness, catering to diverse voice synthesis use cases.
  • Achieved measurable improvements in voice clarity, pitch modulation, and naturalness, expanding client adoption and satisfaction.
  • End-to-End Optimization:
  • Focused on system-level improvements that streamlined deployment pipelines, reduced latency, and ensured resource-efficient scalability.
FlaskHTMLMachine LearningPandas (Software)Deep LearningSeaborn+5

NLP Developer ( Engg - R & D )

Jan 2023 – Jul 2025 · 2 yrs 6 mos

HTMLNatural Language UnderstandingMachine LearningNatural Language Processing (NLP)Artificial Intelligence (AI)Deep Learning+3

German literary association (dla-vit)

3 roles

Advisory Board Member

Apr 2023 – Sep 2023 · 5 mos

Operations ManagementAnalytical SkillsDigital StrategyCoachingNonprofit Organizations

Publicity Head

Promoted

Jan 2022 – Apr 2023 · 1 yr 3 mos

  • Served as a Publicity Head for the German Literary Association (DLA), an organization that aims to connect GERMAN students at VIT with a community and career resources to create a talent pipeline to top companies.
  • Experience:
  • Created a group budget, programming, and organized team meetings
  • Established framework for organization, drafted an administrative constitution
  • Managed university and corporate relationships to launch the initiative
  • Facilitated community-building with social events and 1:1 member meetings
  • Contributed to starting a Campus-to-Career event series to bring professionals from various industries to campus
Influencer MarketingStrategic Human Resource PlanningPublic RelationsSocial Media MarketingStrategic Planning

Senior core member

May 2021 – Apr 2023 · 1 yr 11 mos

Universal tribes

2 roles

Human Resources Intern

Jan 2023 – Feb 2023 · 1 mo

Sales And Marketing Intern

Jun 2022 – Jul 2022 · 1 mo

Harvard project for asian and international relations (hpair)

Delegate

Jul 2022 – Jul 2022 · 0 mo

Drdo, ministry of defence, govt. of india

Research Internship

Jun 2022 – Dec 2022 · 6 mos

Google AnalyticsGoogle DriveHuman Resources (HR)Microsoft Excel

Techlearn.live

Campus Ambassador

Feb 2022 – Mar 2022 · 1 mo

Matrix vit

3 roles

Advisory Board Member

Jan 2022 – Sep 2023 · 1 yr 8 mos

Director of Design and Media

Mar 2021 – Jan 2022 · 10 mos

  • Now handling all the Design made by the club. Approving all the social media handle as well as directing it's circulation.

Co-Founder

Feb 2021 – Jan 2022 · 11 mos

  • Served as the Director of Design and Media for VIT's club of the Multimedia , Understanding, and Solidarity, a student-led initiative aimed at creating a network of young leaders to improve and enchance desigining skills.
  • Experience:
  • Led 3 team , each consist of 10 members
  • Directed and implemented strategy to double group budget via corporate, university, and government outreach
  • Organized national delegate recruitment
  • Directed 6-day conference organization and execution
  • Regularly collaborated with university administrators and faculty
  • Met with executives in the public and private sectors to gain support for the organization and in-kind donations
  • Coordinated transnational, bilingual communication and collaboration with different VIT Clubs and Chapters, along with various other colleges

Make a difference

Wingman

Nov 2021 – Jul 2022 · 8 mos

Customer Relationship Management (CRM)MarketingMarket ResearchSalesDigital Marketing

Aashman foundation

Human resources

Jul 2021 – Jan 2022 · 6 mos

Youth india foundation

State Public Relation

Jul 2021 – Dec 2021 · 5 mos

Tutedude

Sales And Marketing Associate

Jul 2021 – Aug 2021 · 1 mo

Ntpc limited (nspcl)

Internship Trainee

Jul 2021 – Aug 2021 · 1 mo · Kaniha, Orissa, India

  • Went for an Industrial visit and Made Two Reports on two topics :
  • 1) High Voltage current Direct current System with enhanced stability system
  • 2)Performance of 10MW grid-connected solar power plant.

Ifortis worldwide™

Sales And Marketing Intern

Jun 2021 – Jul 2021 · 1 mo

  • Learnt a lot of things from this internship
  • Sales funnel
  • Creation of key visuals & presentations
  • Promotion: Integrated Marketing Communication
  • Comprehensive knowledge
  • Segmentation & Targeting
  • Marketing & sales strategy
  • Consumer Behaviour
  • . Sales pitching
  • Got to know different aspect of market

Tedx talk and speaker marketing coach ♦ the mental health comedian ♦ suicide prevention ♦

Campus Ambassador

Apr 2021 – May 2021 · 1 mo

Utkal samaj

2 roles

Senior Core Member

Jan 2021 – Sep 2021 · 8 mos

Junior Core Member

Nov 2019 – Jan 2021 · 1 yr 2 mos

Ieee professional communication society, vit vellore

2 roles

Senior Core

Dec 2020 – Dec 2021 · 1 yr

  • Work as technical as well as Management domain. Conducted several online and offline event and handle any technical workshop

Junior Core

Nov 2019 – Dec 2020 · 1 yr 1 mo

Ayuda ngo

2 roles

Senior Core

Dec 2020 – Dec 2021 · 1 yr

Junior Core

Dec 2019 – Dec 2020 · 1 yr

Vit_animation

2 roles

Senior Core Member

Dec 2020 – Dec 2021 · 1 yr

Junior Core Member

Dec 2019 – Dec 2020 · 1 yr

Vit film society

2 roles

Senior Core

Dec 2020 – Dec 2021 · 1 yr

Junior Core

Dec 2019 – Dec 2020 · 1 yr

Vit trekking club

2 roles

Senior Core

Dec 2020 – Sep 2021 · 9 mos

Junior Core

Dec 2019 – Dec 2021 · 2 yrs

Gravitas vit

Team Coordinator

Oct 2020 – Nov 2020 · 1 mo

  • Worked as student coordinator in managing the event. Made arrangements for guests and worked on backstage event management

Blogspot.com

Freelance Blogger

Apr 2020 – Jul 2022 · 2 yrs 3 mos

Career CounselingHelp Desk SupportVolunteer ManagementCareer DevelopmentYouth DevelopmentYouth Mentoring+1

Education

Vellore Institute of Technology

Bachelor of Technology - BTech — Electrical and Electronics Engineering

Jan 2019 – Jan 2023

Mother's Public School

Intermediate

Jan 2017 – Jan 2019

Delhi Public School , Bhilai

Junior High

Jan 2013 – Jan 2017

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