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Tata Raam Kumar

Tata Raam Kumar

Research & Policy Intelligence Analyst | Geopolitical & Trade Risk | AI Evaluation & RLHF | Fullstack Builder

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KarurMember since August 19, 2026
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About

Founder of VoxiaGlobal, an independent research and advisory desk producing sourced, verified, client-facing intelligence briefs on India-linked trade, policy, and market conditions — with a near-daily cadence of monitoring regulatory notifications, tariff shifts, budget documents, and sector signals. Nine years of combined experience spanning competitive intelligence, EdTech platform architecture, AI response evaluation, and academic coordination. Every published figure is source-tagged as Fact, Assessment, or Forecast; unverified data is flagged rather than estimated.

Native

Tamil speaker with professional English proficiency. Available immediately for remote research and analyst contracts across US, EU, and APAC time zones.

Experience

Founder - VoxiaGlobal - Remote

(2023-09)

Independent Research, Policy & Market Intelligence

  • Monitor policy and regulatory signals on a near-daily cadence — parliamentary questions, budget documents, tariff notifications, court judgments, and regulator statements — across trade, agriculture, EV, and manufacturing sectors.
  • Produce sourced, client-ready executive briefs and intelligence maps for corporates, investors, and strategy teams evaluating India-linked exposure.
  • Evaluate AI and LLM-generated responses for factual accuracy, logical consistency, prompt adherence, safety, and cultural appropriateness, applying structured rubrics with written feedback.
  • Apply RLHF methodology — response comparison, preference ranking, quality rating, and actionable feedback generation — to improve model outputs.
  • Design and execute multi-turn conversational evaluation scenarios to stress-test AI response quality under edge-case conditions.

Founder & Fullstack Developer - TryIT Educations

(2023)

EdTech SaaS, India (Self-Founded)

  • Architected and built a full-scale web + mobile competitive exam prep platform from scratch, covering Class 1 to PhD across all major Indian competitive, entrance, and scholarship examinations.
  • Delivered multi-language content support across India's major languages; managed full product lifecycle from architecture through deployment (React, Python/Node, Supabase, Cloudflare).

Academic Coordinator & Senior Mentor - Mahendra's Institutions - Bangalore, Karnataka

(2020-05 - 2024-05)

Competitive Exam Coaching

  • Coordinated academic programmes and assessment pipelines for 1,000+ learners, ensuring content accuracy and alignment with examination standards across STEM and analytical subjects.
  • Developed original question banks and reviewed 500+ assessment items for factual correctness, logical coherence, and curriculum alignment.

Sales Manager - Corporate Organisation

(2016 - 2020)

B2B Sales & Client Intelligence

  • Managed end-to-end B2B sales cycles requiring sustained research into client industries, competitive positioning, and market conditions.
  • Produced client-facing presentations and analytical summaries synthesising product, market, and competitive data for stakeholders.

Education

B.Sc. - Physics - Kandaswami Kandar's College, Periyar University (2013 - 2016)

Skills

Research & Policy Intelligence AnalystGeopolitical & Trade RiskAI Evaluation & RLHFFullstack Builder

Reviews

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